Dataset info
| Number of variables | 100 |
|---|---|
| Number of observations | 39720 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 30.3 MiB |
| Average record size in memory | 800.0 B |
Variables types
| NUM | 86 |
|---|---|
| CAT | 14 |
Reproduction info
| Date of analysis | 2020-03-08 03:18:34.900452 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
AMT_INCOME_TOTAL is highly skewed (γ1 = 192.0336142) | Skewed |
BUREAU_AMT_CREDIT_SUM_LIMIT is highly skewed (γ1 = 21.63374475) | Skewed |
BUREAU_AMT_CREDIT_MAX_OVERDUE is highly skewed (γ1 = 112.9208946) | Skewed |
POS_SK_DPD is highly skewed (γ1 = 20.28905516) | Skewed |
BUREAU_AMT_CREDIT_SUM_OVERDUE is highly skewed (γ1 = 92.91046767) | Skewed |
PREV_CHANNEL_TYPE_Car_dealer is highly skewed (γ1 = 57.41408469) | Skewed |
CREDIT_NAME_CONTRACT_STATUS_Sent_proposal is highly skewed (γ1 = 26.93912159) | Skewed |
CREDIT_SK_DPD_DEF is highly skewed (γ1 = 147.5454886) | Skewed |
BUREAU_AMT_CREDIT_SUM_DEBT is highly skewed (γ1 = 31.41202488) | Skewed |
EXT_SOURCE_2
Real number (ℝ)
| Distinct count | 33167 |
|---|---|
| Unique (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.063455274e-17 |
|---|---|
| Minimum | -2.231851003 |
| Maximum | 1.856686932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -2.231851003 |
|---|---|
| 5-th percentile | -1.905613719 |
| Q1 | -0.7675487324 |
| median | 0.2453879316 |
| Q3 | 0.820257009 |
| 95-th percentile | 1.289344426 |
| Maximum | 1.856686932 |
| Range | 4.088537935 |
| Interquartile range (IQR) | 1.587805741 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.264328997e+16 |
| Kurtosis | -0.788670824 |
| Mean | 3.063455274e-17 |
| Median Absolute Deviation (MAD) | 0.8490054215 |
| Skewness | -0.5503759447 |
| Sum | 1.158184659e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8647109427 | 92 | 0.2% | |
| -2.231851003 | 82 | 0.2% | |
| -0.9631520894 | 51 | 0.1% | |
| -0.9777530972 | 46 | 0.1% | |
| -1.46827807 | 43 | 0.1% | |
| -0.9634170472 | 42 | 0.1% | |
| -1.456261721 | 39 | 0.1% | |
| -0.9573754042 | 39 | 0.1% | |
| -0.9735200396 | 37 | 0.1% | |
| -1.45150405 | 35 | 0.1% | |
| Other values (33157) | 39214 | 98.7% |
| Value | Count | Frequency (%) | |
| -2.231851003 | 82 | 0.2% | |
| -2.231827084 | 1 | < 0.1% | |
| -2.231824223 | 1 | < 0.1% | |
| -2.231822601 | 1 | < 0.1% | |
| -2.231803488 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.856686932 | 1 | < 0.1% | |
| 1.697518636 | 1 | < 0.1% | |
| 1.695985623 | 1 | < 0.1% | |
| 1.691650909 | 1 | < 0.1% | |
| 1.679229202 | 1 | < 0.1% |
EXT_SOURCE_3
Real number (ℝ)
| Distinct count | 759 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.065591702e-16 |
|---|---|
| Minimum | -1.37312322 |
| Maximum | 2.031848062 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.37312322 |
|---|---|
| 5-th percentile | -1.37312322 |
| Q1 | -0.9697158592 |
| median | 0.06751574017 |
| Q3 | 0.863219038 |
| 95-th percentile | 1.518891641 |
| Maximum | 2.031848062 |
| Range | 3.404971282 |
| Interquartile range (IQR) | 1.832934897 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.974127895e+15 |
| Kurtosis | -1.289154331 |
| Mean | -5.065591702e-16 |
| Median Absolute Deviation (MAD) | 0.8714344771 |
| Skewness | -0.02432813777 |
| Sum | -8.895995052e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.37312322 | 8386 | 21.1% | |
| -1.371119533 | 164 | 0.4% | |
| 0.7357581093 | 138 | 0.3% | |
| 1.462930028 | 134 | 0.3% | |
| 1.338783616 | 134 | 0.3% | |
| 0.1260187553 | 129 | 0.3% | |
| 0.3397843611 | 128 | 0.3% | |
| 1.264533394 | 125 | 0.3% | |
| 0.6746362507 | 124 | 0.3% | |
| 0.9876304593 | 121 | 0.3% | |
| Other values (749) | 30137 | 75.9% |
| Value | Count | Frequency (%) | |
| -1.37312322 | 8386 | 21.1% | |
| -1.371119533 | 164 | 0.4% | |
| -1.312023953 | 1 | < 0.1% | |
| -1.309367137 | 1 | < 0.1% | |
| -1.30659685 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.031848062 | 1 | < 0.1% | |
| 1.980624932 | 5 | < 0.1% | |
| 1.972029628 | 2 | < 0.1% | |
| 1.966220287 | 3 | < 0.1% | |
| 1.951416745 | 1 | < 0.1% |
NAME_EDUCATION_TYPE
Real number (ℝ)
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.417071674e-16 |
|---|---|
| Minimum | -0.3195362357 |
| Maximum | 0.3175052757 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3195362357 |
|---|---|
| 5-th percentile | -0.0600089033 |
| Q1 | -0.0600089033 |
| median | -0.0600089033 |
| Q3 | -0.0600089033 |
| 95-th percentile | 0.2460024905 |
| Maximum | 0.3175052757 |
| Range | 0.6370415114 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1292533124 |
|---|---|
| Coefficient of variation (CV) | -9.1211556e+14 |
| Kurtosis | 0.2905330749 |
| Mean | -1.417071674e-16 |
| Median Absolute Deviation (MAD) | 0.101406239 |
| Skewness | 1.125908182 |
| Sum | -7.108091893e-12 |
| Variance | 0.01670641876 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.0600089033 | 29634 | 74.6% | |
| 0.2460024905 | 8175 | 20.6% | |
| -0.03783006356 | 1321 | 3.3% | |
| -0.3195362357 | 581 | 1.5% | |
| 0.3175052757 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| -0.3195362357 | 581 | 1.5% | |
| -0.0600089033 | 29634 | 74.6% | |
| -0.03783006356 | 1321 | 3.3% | |
| 0.2460024905 | 8175 | 20.6% | |
| 0.3175052757 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.3175052757 | 9 | < 0.1% | |
| 0.2460024905 | 8175 | 20.6% | |
| -0.03783006356 | 1321 | 3.3% | |
| -0.0600089033 | 29634 | 74.6% | |
| -0.3195362357 | 581 | 1.5% |
POS_CNT_INSTALMENT_FUTURE
Real number (ℝ)
| Distinct count | 11503 |
|---|---|
| Unique (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.353549827e-16 |
|---|---|
| Minimum | -1.28322523 |
| Maximum | 7.315891805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.28322523 |
|---|---|
| 5-th percentile | -1.28322523 |
| Q1 | -0.601902632 |
| median | -0.3176188711 |
| Q3 | 0.394700222 |
| 95-th percentile | 2.026751468 |
| Maximum | 7.315891805 |
| Range | 8.599117035 |
| Interquartile range (IQR) | 0.9966028541 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 4.248954396e+15 |
| Kurtosis | 4.329378328 |
| Mean | 2.353549827e-16 |
| Median Absolute Deviation (MAD) | 0.7369770857 |
| Skewness | 1.731792852 |
| Sum | -3.7658765e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.28322523 | 2248 | 5.7% | |
| -0.416087378 | 1495 | 3.8% | |
| -0.8496563041 | 1388 | 3.5% | |
| -0.5606103534 | 935 | 2.4% | |
| -0.7051333287 | 358 | 0.9% | |
| -0.2715644026 | 353 | 0.9% | |
| -0.3438258903 | 315 | 0.8% | |
| 0.01748154816 | 289 | 0.7% | |
| -0.4883488657 | 253 | 0.6% | |
| -0.9038524199 | 253 | 0.6% | |
| Other values (11493) | 31833 | 80.1% |
| Value | Count | Frequency (%) | |
| -1.28322523 | 2248 | 5.7% | |
| -1.281719783 | 1 | < 0.1% | |
| -1.278708887 | 1 | < 0.1% | |
| -1.278612795 | 1 | < 0.1% | |
| -1.278563199 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.315891805 | 1 | < 0.1% | |
| 7.243630317 | 1 | < 0.1% | |
| 7.171368829 | 2 | < 0.1% | |
| 7.099107342 | 2 | < 0.1% | |
| 7.026845854 | 1 | < 0.1% |
INSTA_AMT_PAYMENT
Real number (ℝ)
| Distinct count | 37792 |
|---|---|
| Unique (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.663847786e-17 |
|---|---|
| Minimum | -0.7537049765 |
| Maximum | 54.65539099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.7537049765 |
|---|---|
| 5-th percentile | -0.6847718846 |
| Q1 | -0.4664093423 |
| median | -0.2587423788 |
| Q3 | 0.1221376756 |
| 95-th percentile | 1.481372584 |
| Maximum | 54.65539099 |
| Range | 55.40909596 |
| Interquartile range (IQR) | 0.5885470179 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -2.729405387e+16 |
| Kurtosis | 388.2344283 |
| Mean | -3.663847786e-17 |
| Median Absolute Deviation (MAD) | 0.5335309092 |
| Skewness | 11.69285915 |
| Sum | -1.165290087e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7537049765 | 1846 | 4.6% | |
| -0.0731682272 | 3 | < 0.1% | |
| -0.653431394 | 3 | < 0.1% | |
| -0.0260576927 | 3 | < 0.1% | |
| 0.1201299933 | 3 | < 0.1% | |
| 0.003962212406 | 3 | < 0.1% | |
| -0.1711724513 | 3 | < 0.1% | |
| -0.5269983057 | 2 | < 0.1% | |
| -0.550650972 | 2 | < 0.1% | |
| 0.04365918671 | 2 | < 0.1% | |
| Other values (37782) | 37850 | 95.3% |
| Value | Count | Frequency (%) | |
| -0.7537049765 | 1846 | 4.6% | |
| -0.7523091682 | 1 | < 0.1% | |
| -0.7501088793 | 1 | < 0.1% | |
| -0.7476885615 | 1 | < 0.1% | |
| -0.7401792958 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 54.65539099 | 1 | < 0.1% | |
| 39.55409922 | 1 | < 0.1% | |
| 35.2937294 | 1 | < 0.1% | |
| 30.08545435 | 1 | < 0.1% | |
| 20.60607519 | 1 | < 0.1% |
CODE_GENDER
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0.7844884685 | |
|---|---|
| -1.274715997 |
| Value | Count | Frequency (%) | |
| 0.7844884685 | 24588 | 61.9% | |
| -1.274715997 | 15132 | 38.1% |
PREV_CNT_PAYMENT
Real number (ℝ)
| Distinct count | 1391 |
|---|---|
| Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.447873934e-18 |
|---|---|
| Minimum | -1.553395374 |
| Maximum | 6.393337647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.553395374 |
|---|---|
| 5-th percentile | -1.553395374 |
| Q1 | -0.6704250387 |
| median | -0.2289398709 |
| Q3 | 0.4332878809 |
| 95-th percentile | 1.978485968 |
| Maximum | 6.393337647 |
| Range | 7.946733021 |
| Interquartile range (IQR) | 1.10371292 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.9067656e+17 |
| Kurtosis | 1.84891931 |
| Mean | -1.447873934e-18 |
| Median Absolute Deviation (MAD) | 0.7624323198 |
| Skewness | 1.145824293 |
| Sum | 7.617018127e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2289398709 | 4741 | 11.9% | |
| -0.8911676226 | 3098 | 7.8% | |
| -0.4496824548 | 2396 | 6.0% | |
| -1.553395374 | 2289 | 5.8% | |
| 1.095515633 | 1589 | 4.0% | |
| 0.4332878809 | 1467 | 3.7% | |
| -0.6704250387 | 1373 | 3.5% | |
| -0.5600537467 | 1114 | 2.8% | |
| -0.008197286926 | 724 | 1.8% | |
| -0.3393111628 | 721 | 1.8% | |
| Other values (1381) | 20208 | 50.9% |
| Value | Count | Frequency (%) | |
| -1.553395374 | 2289 | 5.8% | |
| -1.479814513 | 1 | < 0.1% | |
| -1.45879141 | 2 | < 0.1% | |
| -1.443024082 | 1 | < 0.1% | |
| -1.406233652 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.393337647 | 2 | < 0.1% | |
| 5.068882143 | 35 | 0.1% | |
| 4.737768268 | 1 | < 0.1% | |
| 4.627396976 | 1 | < 0.1% | |
| 4.406654392 | 13 | < 0.1% |
EXT_SOURCE_1
Real number (ℝ)
| Distinct count | 16506 |
|---|---|
| Unique (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.070722595e-17 |
|---|---|
| Minimum | -0.7266047992 |
| Maximum | 2.811035254 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.7266047992 |
|---|---|
| 5-th percentile | -0.7266047992 |
| Q1 | -0.7266047992 |
| median | -0.7266047992 |
| Q3 | 0.7156725009 |
| 95-th percentile | 2.065566612 |
| Maximum | 2.811035254 |
| Range | 3.537640053 |
| Interquartile range (IQR) | 1.4422773 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -3.256603478e+16 |
| Kurtosis | -0.2835892933 |
| Mean | -3.070722595e-17 |
| Median Absolute Deviation (MAD) | 0.8618104504 |
| Skewness | 1.055045918 |
| Sum | -6.181721801e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7266047992 | 22851 | 57.5% | |
| 2.049960441 | 4 | < 0.1% | |
| 0.6375964456 | 3 | < 0.1% | |
| 0.08666793634 | 3 | < 0.1% | |
| 1.635897997 | 3 | < 0.1% | |
| 1.734035235 | 3 | < 0.1% | |
| 0.9406698804 | 3 | < 0.1% | |
| 1.794652192 | 2 | < 0.1% | |
| 1.316032084 | 2 | < 0.1% | |
| 0.7294161234 | 2 | < 0.1% | |
| Other values (16496) | 16844 | 42.4% |
| Value | Count | Frequency (%) | |
| -0.7266047992 | 22851 | 57.5% | |
| -0.6708664044 | 1 | < 0.1% | |
| -0.669495132 | 1 | < 0.1% | |
| -0.6617489352 | 1 | < 0.1% | |
| -0.6569453269 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.811035254 | 1 | < 0.1% | |
| 2.792897895 | 1 | < 0.1% | |
| 2.790223849 | 1 | < 0.1% | |
| 2.78466029 | 1 | < 0.1% | |
| 2.784586283 | 1 | < 0.1% |
FLAG_DOCUMENT_3
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0.5915002598 | |
|---|---|
| -1.690616333 |
| Value | Count | Frequency (%) | |
| 0.5915002598 | 29425 | 74.1% | |
| -1.690616333 | 10295 | 25.9% |
FLAG_OWN_CAR
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.03974865372 | |
|---|---|
| 0.08278270256 |
| Value | Count | Frequency (%) | |
| -0.03974865372 | 26835 | 67.6% | |
| 0.08278270256 | 12885 | 32.4% |
BUREAU_CREDIT_ACTIVE_Active
Real number (ℝ)
| Distinct count | 206 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.732697011e-16 |
|---|---|
| Minimum | -1.138099778 |
| Maximum | 1.872753941 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.138099778 |
|---|---|
| 5-th percentile | -1.138099778 |
| Q1 | -1.138099778 |
| median | -0.1344818717 |
| Q3 | 0.6684124534 |
| 95-th percentile | 1.872753941 |
| Maximum | 1.872753941 |
| Range | 3.010853719 |
| Interquartile range (IQR) | 1.806512231 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -5.771422134e+15 |
| Kurtosis | -0.8238632504 |
| Mean | -1.732697011e-16 |
| Median Absolute Deviation (MAD) | 0.8350638765 |
| Skewness | 0.5021108494 |
| Sum | -2.408739874e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.138099778 | 11432 | 28.8% | |
| 1.872753941 | 4944 | 12.4% | |
| 0.3673270815 | 4560 | 11.5% | |
| -0.1344818717 | 2644 | 6.7% | |
| 0.8691360346 | 1916 | 4.8% | |
| -0.3853863483 | 1580 | 4.0% | |
| 0.06624170958 | 1233 | 3.1% | |
| -0.5359290342 | 928 | 2.3% | |
| 1.120040511 | 868 | 2.2% | |
| 0.6684124534 | 859 | 2.2% | |
| Other values (196) | 8756 | 22.0% |
| Value | Count | Frequency (%) | |
| -1.138099778 | 11432 | 28.8% | |
| -1.030569288 | 1 | < 0.1% | |
| -0.9947257914 | 3 | < 0.1% | |
| -0.9875570921 | 3 | < 0.1% | |
| -0.9796337928 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.872753941 | 4944 | 12.4% | |
| 1.641149809 | 3 | < 0.1% | |
| 1.599039967 | 1 | < 0.1% | |
| 1.571668569 | 3 | < 0.1% | |
| 1.538214639 | 18 | < 0.1% |
FLAG_EMP_PHONE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0.4259985461 | |
|---|---|
| -2.347425852 | 6101 |
| Value | Count | Frequency (%) | |
| 0.4259985461 | 33619 | 84.6% | |
| -2.347425852 | 6101 | 15.4% |
NAME_INCOME_TYPE
Real number (ℝ)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.694305991e-16 |
|---|---|
| Minimum | -0.5131592572 |
| Maximum | 1.161579155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.5131592572 |
|---|---|
| 5-th percentile | -0.07410621032 |
| Q1 | -0.07410621032 |
| median | -0.07410621032 |
| Q3 | 0.1192379799 |
| 95-th percentile | 0.1355826521 |
| Maximum | 1.161579155 |
| Range | 1.674738413 |
| Interquartile range (IQR) | 0.1933441902 |
Descriptive statistics
| Standard deviation | 0.09105775317 |
|---|---|
| Coefficient of variation (CV) | -5.374339325e+14 |
| Kurtosis | -0.3476444663 |
| Mean | -1.694305991e-16 |
| Median Absolute Deviation (MAD) | 0.08328624527 |
| Skewness | 0.6327252819 |
| Sum | -4.481748306e-12 |
| Variance | 0.008291514412 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.07410621032 | 22263 | 56.0% | |
| 0.1355826521 | 8978 | 22.6% | |
| 0.02481924001 | 6094 | 15.3% | |
| 0.1192379799 | 2372 | 6.0% | |
| -0.5131592572 | 7 | < 0.1% | |
| -0.2153853026 | 3 | < 0.1% | |
| 0.7806323273 | 2 | < 0.1% | |
| 1.161579155 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -0.5131592572 | 7 | < 0.1% | |
| -0.2153853026 | 3 | < 0.1% | |
| -0.07410621032 | 22263 | 56.0% | |
| 0.02481924001 | 6094 | 15.3% | |
| 0.1192379799 | 2372 | 6.0% |
| Value | Count | Frequency (%) | |
| 1.161579155 | 1 | < 0.1% | |
| 0.7806323273 | 2 | < 0.1% | |
| 0.1355826521 | 8978 | 22.6% | |
| 0.1192379799 | 2372 | 6.0% | |
| 0.02481924001 | 6094 | 15.3% |
INSTA_AMT_INSTALMENT
Real number (ℝ)
| Distinct count | 37774 |
|---|---|
| Unique (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.783735965e-16 |
|---|---|
| Minimum | -0.7912499344 |
| Maximum | 57.70878064 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.7912499344 |
|---|---|
| 5-th percentile | -0.7108109327 |
| Q1 | -0.4711218937 |
| median | -0.2496940429 |
| Q3 | 0.1445580093 |
| 95-th percentile | 1.46572024 |
| Maximum | 57.70878064 |
| Range | 58.50003057 |
| Interquartile range (IQR) | 0.6156799031 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -5.606281467e+15 |
| Kurtosis | 474.9365565 |
| Mean | -1.783735965e-16 |
| Median Absolute Deviation (MAD) | 0.5349336194 |
| Skewness | 12.96378217 |
| Sum | -3.993250175e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7912499344 | 1845 | 4.6% | |
| 0.008682873452 | 3 | < 0.1% | |
| -0.07275020169 | 3 | < 0.1% | |
| -0.1762214822 | 3 | < 0.1% | |
| 0.02853721421 | 3 | < 0.1% | |
| 0.1313309444 | 3 | < 0.1% | |
| -0.685382702 | 3 | < 0.1% | |
| -0.02301165858 | 3 | < 0.1% | |
| 0.9422410848 | 2 | < 0.1% | |
| 0.7417435853 | 2 | < 0.1% | |
| Other values (37764) | 37850 | 95.3% |
| Value | Count | Frequency (%) | |
| -0.7912499344 | 1845 | 4.6% | |
| -0.7897762625 | 1 | < 0.1% | |
| -0.7874484398 | 1 | < 0.1% | |
| -0.7848979004 | 1 | < 0.1% | |
| -0.7769697387 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 57.70878064 | 1 | < 0.1% | |
| 41.76508016 | 1 | < 0.1% | |
| 37.26705036 | 1 | < 0.1% | |
| 31.7682375 | 1 | < 0.1% | |
| 21.76006175 | 1 | < 0.1% |
POS_CNT_INSTALMENT
Real number (ℝ)
| Distinct count | 11426 |
|---|---|
| Unique (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.254043433e-16 |
|---|---|
| Minimum | -1.627683765 |
| Maximum | 6.761991624 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.627683765 |
|---|---|
| 5-th percentile | -1.627683765 |
| Q1 | -0.5789743412 |
| median | -0.2294045333 |
| Q3 | 0.4866540795 |
| 95-th percentile | 1.928821126 |
| Maximum | 6.761991624 |
| Range | 8.389675389 |
| Interquartile range (IQR) | 1.065628421 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 4.436527592e+15 |
| Kurtosis | 2.341239507 |
| Mean | 2.254043433e-16 |
| Median Absolute Deviation (MAD) | 0.7613772906 |
| Skewness | 1.19122534 |
| Sum | 7.33990646e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2294045333 | 3200 | 8.1% | |
| -1.627683765 | 2174 | 5.5% | |
| -0.9285441491 | 2170 | 5.5% | |
| -0.4624510719 | 1802 | 4.5% | |
| 1.168874698 | 969 | 2.4% | |
| 0.4697350825 | 507 | 1.3% | |
| -0.6954976105 | 434 | 1.1% | |
| -1.161590688 | 370 | 0.9% | |
| -0.4741033988 | 239 | 0.6% | |
| 2.56715393 | 217 | 0.5% | |
| Other values (11416) | 27638 | 69.6% |
| Value | Count | Frequency (%) | |
| -1.627683765 | 2174 | 5.5% | |
| -1.511160496 | 14 | < 0.1% | |
| -1.394637226 | 2 | < 0.1% | |
| -1.352265128 | 1 | < 0.1% | |
| -1.336375592 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.761991624 | 1 | < 0.1% | |
| 5.672341593 | 1 | < 0.1% | |
| 5.446406326 | 1 | < 0.1% | |
| 5.363712393 | 34 | 0.1% | |
| 5.338289134 | 1 | < 0.1% |
OCCUPATION_TYPE
Real number (ℝ)
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.284828129e-17 |
|---|---|
| Minimum | -0.5131592572 |
| Maximum | 0.3052708608 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.5131592572 |
|---|---|
| 5-th percentile | -0.155338073 |
| Q1 | -0.09745184114 |
| median | 0.006729537731 |
| Q3 | 0.02471410198 |
| 95-th percentile | 0.2851149883 |
| Maximum | 0.3052708608 |
| Range | 0.818430118 |
| Interquartile range (IQR) | 0.1221659431 |
Descriptive statistics
| Standard deviation | 0.1325305 |
|---|---|
| Coefficient of variation (CV) | 3.093017877e+15 |
| Kurtosis | 0.6859813734 |
| Mean | 4.284828129e-17 |
| Median Absolute Deviation (MAD) | 0.09915662251 |
| Skewness | 0.54017452 |
| Sum | 3.730349363e-14 |
| Variance | 0.01756433344 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.09745184114 | 8156 | 20.5% | |
| 0.02471410198 | 6093 | 15.3% | |
| 0.006729537731 | 5328 | 13.4% | |
| -0.1007302108 | 4467 | 11.2% | |
| 0.09424039459 | 3203 | 8.1% | |
| -0.02851428733 | 2846 | 7.2% | |
| 0.2851149883 | 2451 | 6.2% | |
| 0.2110374905 | 1341 | 3.4% | |
| 0.3052708608 | 1022 | 2.6% | |
| -0.155338073 | 1015 | 2.6% | |
| Other values (11) | 3798 | 9.6% |
| Value | Count | Frequency (%) | |
| -0.5131592572 | 7 | < 0.1% | |
| -0.4021429762 | 398 | 1.0% | |
| -0.2417836686 | 859 | 2.2% | |
| -0.155338073 | 1015 | 2.6% | |
| -0.1409202656 | 649 | 1.6% |
| Value | Count | Frequency (%) | |
| 0.3052708608 | 1022 | 2.6% | |
| 0.2851149883 | 2451 | 6.2% | |
| 0.2581889745 | 92 | 0.2% | |
| 0.2315997185 | 74 | 0.2% | |
| 0.2110374905 | 1341 | 3.4% |
PERCENT_EMPLOYED_TO_AGE
Real number (ℝ)
| Distinct count | 33538 |
|---|---|
| Unique (%) | 84.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.381970897e-16 |
|---|---|
| Minimum | -0.9621712428 |
| Maximum | 4.68714158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.9621712428 |
|---|---|
| 5-th percentile | -0.9621712428 |
| Q1 | -0.764149618 |
| median | -0.2935571102 |
| Q3 | 0.439311718 |
| 95-th percentile | 2.061541447 |
| Maximum | 4.68714158 |
| Range | 5.649312822 |
| Interquartile range (IQR) | 1.203461336 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 2.282106869e+15 |
| Kurtosis | 2.354540076 |
| Mean | 4.381970897e-16 |
| Median Absolute Deviation (MAD) | 0.7644550509 |
| Skewness | 1.520252482 |
| Sum | -1.222133506e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9621712428 | 6101 | 15.4% | |
| 0.3617557106 | 4 | < 0.1% | |
| -0.1678150708 | 3 | < 0.1% | |
| -0.2284424282 | 3 | < 0.1% | |
| -0.7507456457 | 2 | < 0.1% | |
| -0.6047109654 | 2 | < 0.1% | |
| -0.6776257484 | 2 | < 0.1% | |
| -0.3204217815 | 2 | < 0.1% | |
| 0.1482191052 | 2 | < 0.1% | |
| -0.3230340929 | 2 | < 0.1% | |
| Other values (33528) | 33597 | 84.6% |
| Value | Count | Frequency (%) | |
| -0.9621712428 | 6101 | 15.4% | |
| -0.9612574545 | 1 | < 0.1% | |
| -0.9610059282 | 1 | < 0.1% | |
| -0.9593340032 | 1 | < 0.1% | |
| -0.9583314547 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.68714158 | 1 | < 0.1% | |
| 4.671726675 | 1 | < 0.1% | |
| 4.666138309 | 1 | < 0.1% | |
| 4.605043224 | 1 | < 0.1% | |
| 4.56431003 | 1 | < 0.1% |
DAYS_BIRTH
Real number (ℝ)
| Distinct count | 14811 |
|---|---|
| Unique (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.433129658e-16 |
|---|---|
| Minimum | -1.814882238 |
| Maximum | 2.250515719 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.814882238 |
|---|---|
| 5-th percentile | -1.471247737 |
| Q1 | -0.8414306167 |
| median | -0.1032515135 |
| Q3 | 0.8071558723 |
| 95-th percentile | 1.722090402 |
| Maximum | 2.250515719 |
| Range | 4.065397956 |
| Interquartile range (IQR) | 1.648586489 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.977823552e+15 |
| Kurtosis | -0.9791020565 |
| Mean | -1.433129658e-16 |
| Median Absolute Deviation (MAD) | 0.8496008682 |
| Skewness | 0.2470319355 |
| Sum | -5.833555861e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9597036861 | 13 | < 0.1% | |
| 0.633943428 | 12 | < 0.1% | |
| -0.2108145888 | 11 | < 0.1% | |
| -0.8270155436 | 11 | < 0.1% | |
| -0.6220783602 | 11 | < 0.1% | |
| -0.9133901983 | 11 | < 0.1% | |
| 0.2699194142 | 10 | < 0.1% | |
| 0.8800996155 | 10 | < 0.1% | |
| -0.783944 | 10 | < 0.1% | |
| -0.617215444 | 10 | < 0.1% | |
| Other values (14801) | 39611 | 99.7% |
| Value | Count | Frequency (%) | |
| -1.814882238 | 1 | < 0.1% | |
| -1.813724401 | 1 | < 0.1% | |
| -1.813261266 | 1 | < 0.1% | |
| -1.812334996 | 1 | < 0.1% | |
| -1.811640294 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.250515719 | 1 | < 0.1% | |
| 2.238011077 | 1 | < 0.1% | |
| 2.236390105 | 1 | < 0.1% | |
| 2.234769133 | 1 | < 0.1% | |
| 2.230369351 | 1 | < 0.1% |
NAME_FAMILY_STATUS
Real number (ℝ)
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.000889104e-17 |
|---|---|
| Minimum | -0.117214175 |
| Maximum | 0.0577761612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.117214175 |
|---|---|
| 5-th percentile | -0.117214175 |
| Q1 | -0.116145233 |
| median | 0.04325701717 |
| Q3 | 0.04325701717 |
| 95-th percentile | 0.0577761612 |
| Maximum | 0.0577761612 |
| Range | 0.1749903362 |
| Interquartile range (IQR) | 0.1594022501 |
Descriptive statistics
| Standard deviation | 0.07077833029 |
|---|---|
| Coefficient of variation (CV) | 3.537343981e+15 |
| Kurtosis | -0.9211941238 |
| Mean | 2.000889104e-17 |
| Median Absolute Deviation (MAD) | 0.06220704988 |
| Skewness | -1.015237732 |
| Sum | 8.668621376e-13 |
| Variance | 0.005009572038 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.04325701717 | 24843 | 62.5% | |
| -0.116145233 | 6365 | 16.0% | |
| -0.117214175 | 4233 | 10.7% | |
| 0.0577761612 | 2489 | 6.3% | |
| 0.009493334059 | 1790 | 4.5% |
| Value | Count | Frequency (%) | |
| -0.117214175 | 4233 | 10.7% | |
| -0.116145233 | 6365 | 16.0% | |
| 0.009493334059 | 1790 | 4.5% | |
| 0.04325701717 | 24843 | 62.5% | |
| 0.0577761612 | 2489 | 6.3% |
| Value | Count | Frequency (%) | |
| 0.0577761612 | 2489 | 6.3% | |
| 0.04325701717 | 24843 | 62.5% | |
| 0.009493334059 | 1790 | 4.5% | |
| -0.116145233 | 6365 | 16.0% | |
| -0.117214175 | 4233 | 10.7% |
ORGANIZATION_TYPE
Real number (ℝ)
| Distinct count | 58 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.120231219e-17 |
|---|---|
| Minimum | -0.5067016655 |
| Maximum | 0.4229200171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.5067016655 |
|---|---|
| 5-th percentile | -0.1506288738 |
| Q1 | -0.03855993729 |
| median | 0.0126277701 |
| Q3 | 0.02409687025 |
| 95-th percentile | 0.09204469818 |
| Maximum | 0.4229200171 |
| Range | 0.9296216826 |
| Interquartile range (IQR) | 0.06265680755 |
Descriptive statistics
| Standard deviation | 0.08113745319 |
|---|---|
| Coefficient of variation (CV) | 2.600366688e+15 |
| Kurtosis | 4.39610342 |
| Mean | 3.120231219e-17 |
| Median Absolute Deviation (MAD) | 0.0555090778 |
| Skewness | -0.1205994592 |
| Sum | 5.329070518e-13 |
| Variance | 0.006583286311 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0126277701 | 9397 | 23.7% | |
| 0.02409687025 | 6100 | 15.4% | |
| -0.08343903014 | 5521 | 13.9% | |
| 0.04986861381 | 2109 | 5.3% | |
| -0.02237681222 | 1387 | 3.5% | |
| 0.09204469818 | 1333 | 3.4% | |
| 0.08815142368 | 1237 | 3.1% | |
| -0.1506288738 | 1105 | 2.8% | |
| -0.03855993729 | 1016 | 2.6% | |
| -0.004601529836 | 989 | 2.5% | |
| Other values (48) | 9526 | 24.0% |
| Value | Count | Frequency (%) | |
| -0.5067016655 | 13 | < 0.1% | |
| -0.3134125513 | 383 | 1.0% | |
| -0.2185843553 | 278 | 0.7% | |
| -0.2170906257 | 7 | < 0.1% | |
| -0.1996399481 | 218 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.4229200171 | 36 | 0.1% | |
| 0.3608735792 | 68 | 0.2% | |
| 0.3182664719 | 136 | 0.3% | |
| 0.246548735 | 34 | 0.1% | |
| 0.2457249648 | 45 | 0.1% |
CREDIT_CNT_DRAWINGS_ATM_CURRENT
Real number (ℝ)
| Distinct count | 1722 |
|---|---|
| Unique (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.59696112e-17 |
|---|---|
| Minimum | -0.2736301892 |
| Maximum | 47.91199295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.2736301892 |
|---|---|
| 5-th percentile | -0.2736301892 |
| Q1 | -0.2736301892 |
| median | -0.2736301892 |
| Q3 | -0.2736301892 |
| 95-th percentile | 1.447284923 |
| Maximum | 47.91199295 |
| Range | 48.18562314 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.163216367e+16 |
| Kurtosis | 263.6849965 |
| Mean | -8.59696112e-17 |
| Median Absolute Deviation (MAD) | 0.4545834682 |
| Skewness | 10.42172723 |
| Sum | 6.927791674e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2736301892 | 32232 | 81.1% | |
| 1.447284923 | 237 | 0.6% | |
| 0.5868273669 | 154 | 0.4% | |
| 0.3000081815 | 117 | 0.3% | |
| 0.8736465523 | 109 | 0.3% | |
| 0.1565985888 | 96 | 0.2% | |
| 3.168200035 | 90 | 0.2% | |
| 0.01318899615 | 72 | 0.2% | |
| 2.307742479 | 70 | 0.2% | |
| 0.2180598428 | 64 | 0.2% | |
| Other values (1712) | 6479 | 16.3% |
| Value | Count | Frequency (%) | |
| -0.2736301892 | 32232 | 81.1% | |
| -0.2557039901 | 15 | < 0.1% | |
| -0.2555152933 | 11 | < 0.1% | |
| -0.2553225816 | 2 | < 0.1% | |
| -0.2551257257 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 47.91199295 | 1 | < 0.1% | |
| 35.86558717 | 1 | < 0.1% | |
| 28.98192672 | 1 | < 0.1% | |
| 28.40828835 | 1 | < 0.1% | |
| 27.26101161 | 1 | < 0.1% |
PREV_NAME_CLIENT_TYPE_New
Real number (ℝ)
| Distinct count | 99 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.802519195e-16 |
|---|---|
| Minimum | -1.001364847 |
| Maximum | 1.907613967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.001364847 |
|---|---|
| 5-th percentile | -1.001364847 |
| Q1 | -0.7369122274 |
| median | -0.2741201433 |
| Q3 | 0.4531245603 |
| 95-th percentile | 1.907613967 |
| Maximum | 1.907613967 |
| Range | 2.908978814 |
| Interquartile range (IQR) | 1.190036788 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -5.547860968e+15 |
| Kurtosis | -0.3827046976 |
| Mean | -1.802519195e-16 |
| Median Absolute Deviation (MAD) | 0.8087327322 |
| Skewness | 0.9774151409 |
| Sum | -5.201172826e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.001364847 | 7893 | 19.9% | |
| 1.907613967 | 7045 | 17.7% | |
| 0.4531245603 | 4678 | 11.8% | |
| -0.03170524214 | 4149 | 10.4% | |
| -0.2741201433 | 3228 | 8.1% | |
| -0.4195690841 | 2651 | 6.7% | |
| -0.5165350445 | 2052 | 5.2% | |
| -0.5857964449 | 1513 | 3.8% | |
| -0.6377424951 | 1155 | 2.9% | |
| -0.6781449787 | 897 | 2.3% | |
| Other values (89) | 4459 | 11.2% |
| Value | Count | Frequency (%) | |
| -1.001364847 | 7893 | 19.9% | |
| -0.9528818667 | 1 | < 0.1% | |
| -0.9512100398 | 2 | < 0.1% | |
| -0.9474948689 | 2 | < 0.1% | |
| -0.9431852707 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.907613967 | 7045 | 17.7% | |
| 1.492045565 | 3 | < 0.1% | |
| 1.422784165 | 3 | < 0.1% | |
| 1.325818205 | 12 | < 0.1% | |
| 1.180369264 | 52 | 0.1% |
BUREAU_CREDIT_CURRENCY_currency_1
Real number (ℝ)
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.046720743e-15 |
|---|---|
| Minimum | -2.297002366 |
| Maximum | 0.4364277878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -2.297002366 |
|---|---|
| 5-th percentile | -2.297002366 |
| Q1 | 0.4364277878 |
| median | 0.4364277878 |
| Q3 | 0.4364277878 |
| 95-th percentile | 0.4364277878 |
| Maximum | 0.4364277878 |
| Range | 2.733430154 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.885925898e+14 |
| Kurtosis | 1.46331067 |
| Mean | -2.046720743e-15 |
| Median Absolute Deviation (MAD) | 0.7321331295 |
| Skewness | -1.86021574 |
| Sum | 1.5063506e-11 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.4364277878 | 33295 | 83.8% | |
| -2.297002366 | 6324 | 15.9% | |
| 0.04593776576 | 10 | < 0.1% | |
| -0.2469297508 | 10 | < 0.1% | |
| -0.01914390457 | 9 | < 0.1% | |
| -0.110258243 | 8 | < 0.1% | |
| 0.09474901852 | 7 | < 0.1% | |
| 0.1879341374 | 6 | < 0.1% | |
| -0.4747155969 | 6 | < 0.1% | |
| 0.1327133262 | 5 | < 0.1% | |
| Other values (18) | 40 | 0.1% |
| Value | Count | Frequency (%) | |
| -2.297002366 | 6324 | 15.9% | |
| -1.385858982 | 2 | < 0.1% | |
| -0.9302872893 | 4 | < 0.1% | |
| -0.4747155969 | 6 | < 0.1% | |
| -0.3445522563 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.4364277878 | 33295 | 83.8% | |
| 0.3062644471 | 2 | < 0.1% | |
| 0.284570557 | 1 | < 0.1% | |
| 0.2655884032 | 3 | < 0.1% | |
| 0.2541991108 | 4 | < 0.1% |
PREV_AMT_CREDIT
Real number (ℝ)
| Distinct count | 34662 |
|---|---|
| Unique (%) | 87.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.292934908e-17 |
|---|---|
| Minimum | -0.9771652702 |
| Maximum | 15.74416842 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.9771652702 |
|---|---|
| 5-th percentile | -0.9290058117 |
| Q1 | -0.6164408507 |
| median | -0.3027193778 |
| Q3 | 0.2831172867 |
| 95-th percentile | 1.874852343 |
| Maximum | 15.74416842 |
| Range | 16.72133369 |
| Interquartile range (IQR) | 0.8995581375 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.036842866e+16 |
| Kurtosis | 19.3702106 |
| Mean | 3.292934908e-17 |
| Median Absolute Deviation (MAD) | 0.6789701616 |
| Skewness | 3.116984043 |
| Sum | -2.643218977e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9771652702 | 1955 | 4.9% | |
| -0.695661336 | 74 | 0.2% | |
| -0.8364133031 | 42 | 0.1% | |
| 0.4303544007 | 40 | 0.1% | |
| -0.4141574018 | 38 | 0.1% | |
| -0.5549093689 | 37 | 0.1% | |
| -0.1326534676 | 35 | 0.1% | |
| -0.2734054347 | 31 | 0.1% | |
| 0.1488504665 | 26 | 0.1% | |
| 0.008098499442 | 22 | 0.1% | |
| Other values (34652) | 37420 | 94.2% |
| Value | Count | Frequency (%) | |
| -0.9771652702 | 1955 | 4.9% | |
| -0.9714845208 | 1 | < 0.1% | |
| -0.9651629661 | 1 | < 0.1% | |
| -0.9608849593 | 1 | < 0.1% | |
| -0.9575538295 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.74416842 | 1 | < 0.1% | |
| 14.43573813 | 1 | < 0.1% | |
| 14.36479914 | 1 | < 0.1% | |
| 14.3140909 | 1 | < 0.1% | |
| 14.05317429 | 1 | < 0.1% |
CNT_FAM_MEMBERS
Real number (ℝ)
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.214789229e-16 |
|---|---|
| Minimum | -1.261256522 |
| Maximum | 9.522055084 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.261256522 |
|---|---|
| 5-th percentile | -1.261256522 |
| Q1 | -0.1829253615 |
| median | -0.1829253615 |
| Q3 | 0.8954057991 |
| 95-th percentile | 1.97373696 |
| Maximum | 9.522055084 |
| Range | 10.78331161 |
| Interquartile range (IQR) | 1.078331161 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.609085283e+15 |
| Kurtosis | 1.498540066 |
| Mean | 6.214789229e-16 |
| Median Absolute Deviation (MAD) | 0.7418527925 |
| Skewness | 0.9355903505 |
| Sum | -1.456612608e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1829253615 | 19984 | 50.3% | |
| -1.261256522 | 8783 | 22.1% | |
| 0.8954057991 | 7113 | 17.9% | |
| 1.97373696 | 3248 | 8.2% | |
| 3.05206812 | 495 | 1.2% | |
| 4.130399281 | 74 | 0.2% | |
| 5.208730442 | 14 | < 0.1% | |
| 6.287061602 | 6 | < 0.1% | |
| 8.443723923 | 2 | < 0.1% | |
| 9.522055084 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1.261256522 | 8783 | 22.1% | |
| -0.1829253615 | 19984 | 50.3% | |
| 0.8954057991 | 7113 | 17.9% | |
| 1.97373696 | 3248 | 8.2% | |
| 3.05206812 | 495 | 1.2% |
| Value | Count | Frequency (%) | |
| 9.522055084 | 1 | < 0.1% | |
| 8.443723923 | 2 | < 0.1% | |
| 6.287061602 | 6 | < 0.1% | |
| 5.208730442 | 14 | < 0.1% | |
| 4.130399281 | 74 | 0.2% |
PREV_NAME_CONTRACT_STATUS_Refused
Real number (ℝ)
| Distinct count | 238 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.291442184e-16 |
|---|---|
| Minimum | -0.6308654646 |
| Maximum | 4.367422376 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.6308654646 |
|---|---|
| 5-th percentile | -0.6308654646 |
| Q1 | -0.6308654646 |
| median | -0.6308654646 |
| Q3 | 0.5225855755 |
| 95-th percentile | 2.118192848 |
| Maximum | 4.367422376 |
| Range | 4.998287841 |
| Interquartile range (IQR) | 1.15345104 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 4.364118786e+15 |
| Kurtosis | 1.658028054 |
| Mean | 2.291442184e-16 |
| Median Absolute Deviation (MAD) | 0.8085775545 |
| Skewness | 1.55931508 |
| Sum | -2.330580173e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6308654646 | 25220 | 63.5% | |
| 1.868278456 | 1758 | 4.4% | |
| 1.035230482 | 1755 | 4.4% | |
| 0.6187064955 | 1372 | 3.5% | |
| 0.3687921035 | 1080 | 2.7% | |
| 0.2021825088 | 833 | 2.1% | |
| 1.368449672 | 597 | 1.5% | |
| 0.08317565545 | 545 | 1.4% | |
| 2.701326429 | 515 | 1.3% | |
| 0.7972167756 | 493 | 1.2% | |
| Other values (228) | 5552 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.6308654646 | 25220 | 63.5% | |
| -0.4386236246 | 1 | < 0.1% | |
| -0.4226034713 | 1 | < 0.1% | |
| -0.413548602 | 1 | < 0.1% | |
| -0.4036705628 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.367422376 | 57 | 0.1% | |
| 4.200812781 | 1 | < 0.1% | |
| 4.140227474 | 1 | < 0.1% | |
| 4.034203187 | 3 | < 0.1% | |
| 3.982938696 | 2 | < 0.1% |
PREV_AMT_ANNUITY
Real number (ℝ)
| Distinct count | 36901 |
|---|---|
| Unique (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.123790681e-16 |
|---|---|
| Minimum | -1.368030654 |
| Maximum | 16.58973447 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.368030654 |
|---|---|
| 5-th percentile | -1.22050345 |
| Q1 | -0.6454648572 |
| median | -0.2175784923 |
| Q3 | 0.4148984315 |
| 95-th percentile | 1.823565064 |
| Maximum | 16.58973447 |
| Range | 17.95776513 |
| Interquartile range (IQR) | 1.060363289 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.708621227e+15 |
| Kurtosis | 12.31010732 |
| Mean | -2.123790681e-16 |
| Median Absolute Deviation (MAD) | 0.7174300618 |
| Skewness | 2.239802736 |
| Sum | -3.694822226e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.368030654 | 1977 | 5.0% | |
| -1.134898851 | 105 | 0.3% | |
| -0.2023716379 | 38 | 0.1% | |
| -0.6686352443 | 33 | 0.1% | |
| -0.9017670475 | 32 | 0.1% | |
| -1.018332949 | 21 | 0.1% | |
| -0.5520693427 | 20 | 0.1% | |
| -0.4355034411 | 19 | < 0.1% | |
| -0.7852011459 | 10 | < 0.1% | |
| 0.4016215753 | 9 | < 0.1% | |
| Other values (36891) | 37456 | 94.3% |
| Value | Count | Frequency (%) | |
| -1.368030654 | 1977 | 5.0% | |
| -1.277258455 | 1 | < 0.1% | |
| -1.270926595 | 1 | < 0.1% | |
| -1.258943621 | 1 | < 0.1% | |
| -1.251464752 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16.58973447 | 1 | < 0.1% | |
| 13.72799297 | 1 | < 0.1% | |
| 12.41767766 | 1 | < 0.1% | |
| 11.20376658 | 1 | < 0.1% | |
| 10.92334477 | 3 | < 0.1% |
CREDIT_AMT_CREDIT_LIMIT_ACTUAL
Real number (ℝ)
| Distinct count | 3199 |
|---|---|
| Unique (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.645765878e-15 |
|---|---|
| Minimum | -0.4388948716 |
| Maximum | 9.398222801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.4388948716 |
|---|---|
| 5-th percentile | -0.4388948716 |
| Q1 | -0.4388948716 |
| median | -0.4388948716 |
| Q3 | -0.1109909492 |
| 95-th percentile | 2.020384546 |
| Maximum | 9.398222801 |
| Range | 9.837117673 |
| Interquartile range (IQR) | 0.3279039224 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.076274893e+14 |
| Kurtosis | 12.569541 |
| Mean | 1.645765878e-15 |
| Median Absolute Deviation (MAD) | 0.6392590068 |
| Skewness | 3.286279073 |
| Sum | 1.097788527e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4388948716 | 28233 | 71.1% | |
| -0.1109909492 | 677 | 1.7% | |
| 0.872720818 | 670 | 1.7% | |
| 0.5448168956 | 578 | 1.5% | |
| 2.840144353 | 555 | 1.4% | |
| 1.20062474 | 451 | 1.1% | |
| 0.2169129732 | 415 | 1.0% | |
| 1.528528663 | 355 | 0.9% | |
| 5.135471809 | 249 | 0.6% | |
| 0.3808649344 | 174 | 0.4% | |
| Other values (3189) | 7363 | 18.5% |
| Value | Count | Frequency (%) | |
| -0.4388948716 | 28233 | 71.1% | |
| -0.4090854242 | 1 | < 0.1% | |
| -0.4010598037 | 3 | < 0.1% | |
| -0.3990146649 | 1 | < 0.1% | |
| -0.3984683607 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.398222801 | 1 | < 0.1% | |
| 6.119183577 | 152 | 0.4% | |
| 6.009882269 | 1 | < 0.1% | |
| 5.913887208 | 1 | < 0.1% | |
| 5.840465243 | 1 | < 0.1% |
REGION_RATING_CLIENT_W_CITY
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.1584679639 | |
|---|---|
| 1.832784022 | |
| -2.14971995 | 3554 |
| Value | Count | Frequency (%) | |
| -0.1584679639 | 29451 | 74.1% | |
| 1.832784022 | 6715 | 16.9% | |
| -2.14971995 | 3554 | 8.9% |
CNT_CHILDREN
Real number (ℝ)
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.882488313e-16 |
|---|---|
| Minimum | -0.5927507822 |
| Maximum | 11.59782278 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.5927507822 |
|---|---|
| 5-th percentile | -0.5927507822 |
| Q1 | -0.5927507822 |
| median | -0.5927507822 |
| Q3 | 0.7617573912 |
| 95-th percentile | 2.116265565 |
| Maximum | 11.59782278 |
| Range | 12.19057356 |
| Interquartile range (IQR) | 1.354508173 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.452981164e+15 |
| Kurtosis | 4.13950397 |
| Mean | 6.882488313e-16 |
| Median Absolute Deviation (MAD) | 0.8145398589 |
| Skewness | 1.82755091 |
| Sum | 1.12976295e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.5927507822 | 27291 | 68.7% | |
| 0.7617573912 | 8246 | 20.8% | |
| 2.116265565 | 3555 | 9.0% | |
| 3.470773738 | 526 | 1.3% | |
| 4.825281911 | 79 | 0.2% | |
| 6.179790085 | 14 | < 0.1% | |
| 7.534298258 | 6 | < 0.1% | |
| 11.59782278 | 2 | < 0.1% | |
| 10.24331461 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -0.5927507822 | 27291 | 68.7% | |
| 0.7617573912 | 8246 | 20.8% | |
| 2.116265565 | 3555 | 9.0% | |
| 3.470773738 | 526 | 1.3% | |
| 4.825281911 | 79 | 0.2% |
| Value | Count | Frequency (%) | |
| 11.59782278 | 2 | < 0.1% | |
| 10.24331461 | 1 | < 0.1% | |
| 7.534298258 | 6 | < 0.1% | |
| 6.179790085 | 14 | < 0.1% | |
| 4.825281911 | 79 | 0.2% |
DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.676744613e-16 |
|---|---|
| Minimum | -0.346483426 |
| Maximum | 12.12503599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.346483426 |
|---|---|
| 5-th percentile | -0.346483426 |
| Q1 | -0.346483426 |
| median | -0.346483426 |
| Q3 | -0.346483426 |
| 95-th percentile | 1.732103144 |
| Maximum | 12.12503599 |
| Range | 12.47151942 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -2.138266403e+15 |
| Kurtosis | 17.27912882 |
| Mean | -4.676744613e-16 |
| Median Absolute Deviation (MAD) | 0.6018622976 |
| Skewness | 3.659671524 |
| Sum | -7.460698725e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.346483426 | 34498 | 86.9% | |
| 1.732103144 | 4167 | 10.5% | |
| 3.810689714 | 789 | 2.0% | |
| 5.889276284 | 203 | 0.5% | |
| 7.967862854 | 50 | 0.1% | |
| 10.04644942 | 11 | < 0.1% | |
| 12.12503599 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| -0.346483426 | 34498 | 86.9% | |
| 1.732103144 | 4167 | 10.5% | |
| 3.810689714 | 789 | 2.0% | |
| 5.889276284 | 203 | 0.5% | |
| 7.967862854 | 50 | 0.1% |
| Value | Count | Frequency (%) | |
| 12.12503599 | 2 | < 0.1% | |
| 10.04644942 | 11 | < 0.1% | |
| 7.967862854 | 50 | 0.1% | |
| 5.889276284 | 203 | 0.5% | |
| 3.810689714 | 789 | 2.0% |
| Distinct count | 615 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.121735439e-16 |
|---|---|
| Minimum | -0.2392347282 |
| Maximum | 196.8389283 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.2392347282 |
|---|---|
| 5-th percentile | -0.1687259275 |
| Q1 | -0.09291001284 |
| median | -0.04742046404 |
| Q3 | 0.0587218165 |
| 95-th percentile | 0.2482616032 |
| Maximum | 196.8389283 |
| Range | 197.0781631 |
| Interquartile range (IQR) | 0.1516318293 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 8.914870239e+15 |
| Kurtosis | 37796.83075 |
| Mean | 1.121735439e-16 |
| Median Absolute Deviation (MAD) | 0.1115866255 |
| Skewness | 192.0336142 |
| Sum | 2.362554596e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.0550020555 | 4704 | 11.8% | |
| -0.09291001284 | 4157 | 10.5% | |
| -0.01709409817 | 3504 | 8.8% | |
| 0.02081385917 | 3276 | 8.2% | |
| -0.1308179702 | 2912 | 7.3% | |
| 0.09662977384 | 2586 | 6.5% | |
| 0.0587218165 | 2115 | 5.3% | |
| -0.1687259275 | 1482 | 3.7% | |
| 0.1724456885 | 1270 | 3.2% | |
| -0.1459811531 | 851 | 2.1% | |
| Other values (605) | 12863 | 32.4% |
| Value | Count | Frequency (%) | |
| -0.2392347282 | 1 | < 0.1% | |
| -0.2369602507 | 10 | < 0.1% | |
| -0.2354439324 | 1 | < 0.1% | |
| -0.2346857733 | 1 | < 0.1% | |
| -0.2343066937 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 196.8389283 | 1 | < 0.1% | |
| 5.024664227 | 1 | < 0.1% | |
| 3.508345934 | 1 | < 0.1% | |
| 3.129266361 | 1 | < 0.1% | |
| 2.901818617 | 3 | < 0.1% |
BUREAU_CREDIT_TYPE_Microloan
Real number (ℝ)
| Distinct count | 118 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.519854652e-15 |
|---|---|
| Minimum | -0.1092863189 |
| Maximum | 17.38024168 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1092863189 |
|---|---|
| 5-th percentile | -0.1092863189 |
| Q1 | -0.1092863189 |
| median | -0.1092863189 |
| Q3 | -0.1092863189 |
| 95-th percentile | -0.1092863189 |
| Maximum | 17.38024168 |
| Range | 17.489528 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.579659359e+14 |
| Kurtosis | 166.8843388 |
| Mean | 1.519854652e-15 |
| Median Absolute Deviation (MAD) | 0.2144234995 |
| Skewness | 12.02327127 |
| Sum | -4.263256415e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1092863189 | 38966 | 98.1% | |
| 5.720556348 | 65 | 0.2% | |
| 8.635477681 | 61 | 0.2% | |
| 2.805635014 | 54 | 0.1% | |
| 17.38024168 | 50 | 0.1% | |
| 4.263095681 | 48 | 0.1% | |
| 2.389217681 | 35 | 0.1% | |
| 2.076904681 | 33 | 0.1% | |
| 3.388619281 | 30 | 0.1% | |
| 1.83399457 | 25 | 0.1% | |
| Other values (108) | 353 | 0.9% |
| Value | Count | Frequency (%) | |
| -0.1092863189 | 38966 | 98.1% | |
| 0.3765339033 | 1 | < 0.1% | |
| 0.4372614311 | 1 | < 0.1% | |
| 0.4548920037 | 1 | < 0.1% | |
| 0.4938008535 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17.38024168 | 50 | 0.1% | |
| 15.92278101 | 1 | < 0.1% | |
| 15.19405068 | 1 | < 0.1% | |
| 14.88173768 | 2 | < 0.1% | |
| 14.46532035 | 3 | < 0.1% |
PREV_NAME_YIELD_GROUP_low_action
Real number (ℝ)
| Distinct count | 123 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.451533133e-15 |
|---|---|
| Minimum | -0.3355323532 |
| Maximum | 5.553464752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3355323532 |
|---|---|
| 5-th percentile | -0.3355323532 |
| Q1 | -0.3355323532 |
| median | -0.3355323532 |
| Q3 | -0.3355323532 |
| 95-th percentile | 1.627466682 |
| Maximum | 5.553464752 |
| Range | 5.888997105 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 2.246445345e+14 |
| Kurtosis | 16.89031008 |
| Mean | 4.451533133e-15 |
| Median Absolute Deviation (MAD) | 0.5593737374 |
| Skewness | 3.946438302 |
| Sum | -1.392663762e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3355323532 | 33084 | 83.3% | |
| 1.627466682 | 845 | 2.1% | |
| 2.608966199 | 801 | 2.0% | |
| 5.553464752 | 743 | 1.9% | |
| 1.136716923 | 698 | 1.8% | |
| 0.8422670678 | 549 | 1.4% | |
| 0.6459671643 | 491 | 1.2% | |
| 0.5057529475 | 379 | 1.0% | |
| 0.4005922849 | 276 | 0.7% | |
| 0.3188006584 | 215 | 0.5% | |
| Other values (113) | 1639 | 4.1% |
| Value | Count | Frequency (%) | |
| -0.3355323532 | 33084 | 83.3% | |
| -0.1953181364 | 1 | < 0.1% | |
| -0.1805587452 | 1 | < 0.1% | |
| -0.1719491003 | 1 | < 0.1% | |
| -0.1672752931 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.553464752 | 743 | 1.9% | |
| 4.712179451 | 3 | < 0.1% | |
| 4.571965234 | 3 | < 0.1% | |
| 4.375665331 | 5 | < 0.1% | |
| 4.081215475 | 24 | 0.1% |
PREV_CODE_REJECT_REASON_HC
Real number (ℝ)
| Distinct count | 234 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.646802869e-15 |
|---|---|
| Minimum | -0.4677695266 |
| Maximum | 6.479925025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.4677695266 |
|---|---|
| 5-th percentile | -0.4677695266 |
| Q1 | -0.4677695266 |
| median | -0.4677695266 |
| Q3 | -0.4677695266 |
| 95-th percentile | 2.311308294 |
| Maximum | 6.479925025 |
| Range | 6.947694552 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.072448666e+14 |
| Kurtosis | 6.74062292 |
| Mean | 1.646802869e-15 |
| Median Absolute Deviation (MAD) | 0.7081941818 |
| Skewness | 2.517948281 |
| Sum | -2.870592652e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4677695266 | 30044 | 75.6% | |
| 1.848128657 | 943 | 2.4% | |
| 1.269154111 | 939 | 2.4% | |
| 0.9217693838 | 823 | 2.1% | |
| 0.6901795654 | 729 | 1.8% | |
| 3.006077749 | 709 | 1.8% | |
| 0.5247582665 | 579 | 1.5% | |
| 0.4006922924 | 424 | 1.1% | |
| 0.3041965347 | 338 | 0.9% | |
| 2.311308294 | 289 | 0.7% | |
| Other values (224) | 3903 | 9.8% |
| Value | Count | Frequency (%) | |
| -0.4677695266 | 30044 | 75.6% | |
| -0.2983135619 | 1 | < 0.1% | |
| -0.2361797082 | 1 | < 0.1% | |
| -0.2281938524 | 1 | < 0.1% | |
| -0.2196375783 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.479925025 | 30 | 0.1% | |
| 6.248335207 | 1 | < 0.1% | |
| 6.164120727 | 1 | < 0.1% | |
| 6.016745388 | 1 | < 0.1% | |
| 5.945486983 | 1 | < 0.1% |
PREV_PRODUCT_COMBINATION_Cash_X-Sell_low
Real number (ℝ)
| Distinct count | 165 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.349860264e-17 |
|---|---|
| Minimum | -0.4069406523 |
| Maximum | 9.032765028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.4069406523 |
|---|---|
| 5-th percentile | -0.4069406523 |
| Q1 | -0.4069406523 |
| median | -0.4069406523 |
| Q3 | -0.4069406523 |
| 95-th percentile | 2.290118114 |
| Maximum | 9.032765028 |
| Range | 9.439705681 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.255625765e+16 |
| Kurtosis | 12.19690953 |
| Mean | -2.349860264e-17 |
| Median Absolute Deviation (MAD) | 0.6583455217 |
| Skewness | 3.106036535 |
| Sum | -1.556088591e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4069406523 | 32126 | 80.9% | |
| 1.952985768 | 858 | 2.2% | |
| 1.481000484 | 812 | 2.0% | |
| 2.739627908 | 764 | 1.9% | |
| 1.166343628 | 741 | 1.9% | |
| 0.9415887307 | 595 | 1.5% | |
| 0.7730225578 | 450 | 1.1% | |
| 4.312912188 | 358 | 0.9% | |
| 0.6419155344 | 334 | 0.8% | |
| 0.5370299158 | 279 | 0.7% | |
| Other values (155) | 2403 | 6.0% |
| Value | Count | Frequency (%) | |
| -0.4069406523 | 32126 | 80.9% | |
| -0.1924018868 | 1 | < 0.1% | |
| -0.1518134718 | 1 | < 0.1% | |
| -0.1024340175 | 1 | < 0.1% | |
| -0.09228379629 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.032765028 | 31 | 0.1% | |
| 7.459480748 | 1 | < 0.1% | |
| 7.316454905 | 1 | < 0.1% | |
| 7.144823892 | 3 | < 0.1% | |
| 6.672838608 | 12 | < 0.1% |
PREV_NAME_SELLER_INDUSTRY_Connectivity
Real number (ℝ)
| Distinct count | 168 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.030970095e-15 |
|---|---|
| Minimum | -0.6805012222 |
| Maximum | 2.54004704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.6805012222 |
|---|---|
| 5-th percentile | -0.6805012222 |
| Q1 | -0.6805012222 |
| median | -0.6805012222 |
| Q3 | 0.3930148651 |
| 95-th percentile | 2.54004704 |
| Maximum | 2.54004704 |
| Range | 3.220548262 |
| Interquartile range (IQR) | 1.073516087 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -9.699724494e+14 |
| Kurtosis | 1.032203267 |
| Mean | -1.030970095e-15 |
| Median Absolute Deviation (MAD) | 0.790746499 |
| Skewness | 1.472169005 |
| Sum | -1.790567694e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6805012222 | 21465 | 54.0% | |
| 2.54004704 | 3398 | 8.6% | |
| 0.9297729088 | 2603 | 6.6% | |
| 0.3930148651 | 2023 | 5.1% | |
| 0.1246358433 | 1435 | 3.6% | |
| -0.03639156979 | 1123 | 2.8% | |
| -0.1437431785 | 799 | 2.0% | |
| 1.466530952 | 784 | 2.0% | |
| -0.220422899 | 612 | 1.5% | |
| 0.6077180826 | 538 | 1.4% | |
| Other values (158) | 4940 | 12.4% |
| Value | Count | Frequency (%) | |
| -0.6805012222 | 21465 | 54.0% | |
| -0.6160902569 | 1 | < 0.1% | |
| -0.6073069435 | 1 | < 0.1% | |
| -0.605604751 | 1 | < 0.1% | |
| -0.6038215016 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.54004704 | 3398 | 8.6% | |
| 2.310007878 | 1 | < 0.1% | |
| 2.271668018 | 6 | < 0.1% | |
| 2.247269925 | 2 | < 0.1% | |
| 2.217992214 | 4 | < 0.1% |
REG_CITY_NOT_LIVE_CITY
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.3260586383 | |
|---|---|
| 3.066933007 | 3817 |
| Value | Count | Frequency (%) | |
| -0.3260586383 | 35903 | 90.4% | |
| 3.066933007 | 3817 | 9.6% |
| Distinct count | 6098 |
|---|---|
| Unique (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.474659857e-16 |
|---|---|
| Minimum | -4.230750942 |
| Maximum | 72.53711628 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -4.230750942 |
|---|---|
| 5-th percentile | -0.1749638657 |
| Q1 | -0.1749638657 |
| median | -0.1749638657 |
| Q3 | -0.1749638657 |
| 95-th percentile | 0.7572422901 |
| Maximum | 72.53711628 |
| Range | 76.76786723 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 2.878015776e+15 |
| Kurtosis | 998.9425264 |
| Mean | 3.474659857e-16 |
| Median Absolute Deviation (MAD) | 0.3062943868 |
| Skewness | 21.63374475 |
| Sum | 9.023892744e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1749638657 | 32760 | 82.5% | |
| 0.7572422901 | 67 | 0.2% | |
| 0.2911392122 | 38 | 0.1% | |
| 1.223345368 | 35 | 0.1% | |
| 1.689448446 | 34 | 0.1% | |
| 0.01147736549 | 31 | 0.1% | |
| 0.4465069048 | 31 | 0.1% | |
| 0.1357715196 | 26 | 0.1% | |
| 0.5241907512 | 19 | < 0.1% | |
| 0.9436835213 | 19 | < 0.1% | |
| Other values (6088) | 6660 | 16.8% |
| Value | Count | Frequency (%) | |
| -4.230750942 | 1 | < 0.1% | |
| -0.9328919055 | 1 | < 0.1% | |
| -0.7741537139 | 1 | < 0.1% | |
| -0.5925623928 | 1 | < 0.1% | |
| -0.5257740833 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 72.53711628 | 1 | < 0.1% | |
| 44.81391301 | 1 | < 0.1% | |
| 39.38370775 | 1 | < 0.1% | |
| 37.19494362 | 1 | < 0.1% | |
| 23.13019003 | 1 | < 0.1% |
BUREAU_LOAN_COUNT
Real number (ℝ)
| Distinct count | 49 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.070699979e-16 |
|---|---|
| Minimum | -1.017333047 |
| Maximum | 19.30570456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.017333047 |
|---|---|
| 5-th percentile | -1.017333047 |
| Q1 | -0.8011305196 |
| median | -0.1525229363 |
| Q3 | 0.496084647 |
| 95-th percentile | 2.009502341 |
| Maximum | 19.30570456 |
| Range | 20.32303761 |
| Interquartile range (IQR) | 1.297215167 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 9.33980207e+15 |
| Kurtosis | 8.729461405 |
| Mean | 1.070699979e-16 |
| Median Absolute Deviation (MAD) | 0.7525196937 |
| Skewness | 1.899789447 |
| Sum | 2.117417353e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.017333047 | 6318 | 15.9% | |
| -0.8011305196 | 4709 | 11.9% | |
| -0.5849279919 | 4584 | 11.5% | |
| -0.3687254641 | 4147 | 10.4% | |
| -0.1525229363 | 3505 | 8.8% | |
| 0.06367959145 | 3133 | 7.9% | |
| 0.2798821192 | 2668 | 6.7% | |
| 0.496084647 | 2157 | 5.4% | |
| 0.7122871748 | 1792 | 4.5% | |
| 0.9284897025 | 1382 | 3.5% | |
| Other values (39) | 5325 | 13.4% |
| Value | Count | Frequency (%) | |
| -1.017333047 | 6318 | 15.9% | |
| -0.8011305196 | 4709 | 11.9% | |
| -0.5849279919 | 4584 | 11.5% | |
| -0.3687254641 | 4147 | 10.4% | |
| -0.1525229363 | 3505 | 8.8% |
| Value | Count | Frequency (%) | |
| 19.30570456 | 1 | < 0.1% | |
| 10.87380598 | 1 | < 0.1% | |
| 10.65760345 | 2 | < 0.1% | |
| 9.360388286 | 1 | < 0.1% | |
| 9.144185758 | 1 | < 0.1% |
CREDIT_AMT_PAYMENT_TOTAL_CURRENT
Real number (ℝ)
| Distinct count | 8509 |
|---|---|
| Unique (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.270104085e-17 |
|---|---|
| Minimum | -0.2655257738 |
| Maximum | 47.36766322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.2655257738 |
|---|---|
| 5-th percentile | -0.2655257738 |
| Q1 | -0.2655257738 |
| median | -0.2655257738 |
| Q3 | -0.2655257738 |
| 95-th percentile | 1.313503167 |
| Maximum | 47.36766322 |
| Range | 47.633189 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -7.873469588e+16 |
| Kurtosis | 325.6326432 |
| Mean | -1.270104085e-17 |
| Median Absolute Deviation (MAD) | 0.4260599464 |
| Skewness | 12.59230719 |
| Sum | 3.453237696e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2655257738 | 31052 | 78.2% | |
| 0.09736490395 | 8 | < 0.1% | |
| 0.2788102428 | 7 | < 0.1% | |
| -0.08408043493 | 7 | < 0.1% | |
| 0.1880875734 | 6 | < 0.1% | |
| 1.548927615 | 5 | < 0.1% | |
| 0.06107583617 | 5 | < 0.1% | |
| 2.002540962 | 4 | < 0.1% | |
| 0.8231462594 | 4 | < 0.1% | |
| 0.01269041247 | 4 | < 0.1% | |
| Other values (8499) | 8618 | 21.7% |
| Value | Count | Frequency (%) | |
| -0.2655257738 | 31052 | 78.2% | |
| -0.265525358 | 1 | < 0.1% | |
| -0.2654501716 | 1 | < 0.1% | |
| -0.2651628831 | 1 | < 0.1% | |
| -0.265043438 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 47.36766322 | 1 | < 0.1% | |
| 36.023542 | 1 | < 0.1% | |
| 33.42273743 | 1 | < 0.1% | |
| 33.08883057 | 1 | < 0.1% | |
| 24.68872683 | 1 | < 0.1% |
BUREAU_CREDIT_TYPE_Mortgage
Real number (ℝ)
| Distinct count | 47 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.992688722e-16 |
|---|---|
| Minimum | -0.145623099 |
| Maximum | 14.85440352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.145623099 |
|---|---|
| 5-th percentile | -0.145623099 |
| Q1 | -0.145623099 |
| median | -0.145623099 |
| Q3 | -0.145623099 |
| 95-th percentile | -0.145623099 |
| Maximum | 14.85440352 |
| Range | 15.00002662 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.668721061e+15 |
| Kurtosis | 130.8588252 |
| Mean | 5.992688722e-16 |
| Median Absolute Deviation (MAD) | 0.2800934924 |
| Skewness | 10.40687863 |
| Sum | 3.836930773e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.145623099 | 38199 | 96.2% | |
| 4.854385776 | 143 | 0.4% | |
| 3.604383557 | 143 | 0.4% | |
| 2.854382226 | 137 | 0.3% | |
| 7.354390213 | 135 | 0.3% | |
| 2.354381338 | 131 | 0.3% | |
| 1.729380229 | 110 | 0.3% | |
| 1.997237847 | 110 | 0.3% | |
| 1.521046526 | 102 | 0.3% | |
| 14.85440352 | 96 | 0.2% | |
| Other values (37) | 414 | 1.0% |
| Value | Count | Frequency (%) | |
| -0.145623099 | 38199 | 96.2% | |
| 0.1735264036 | 1 | < 0.1% | |
| 0.3716191984 | 1 | < 0.1% | |
| 0.3900921375 | 2 | < 0.1% | |
| 0.4099334426 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.85440352 | 96 | 0.2% | |
| 9.85439465 | 10 | < 0.1% | |
| 8.854392875 | 2 | < 0.1% | |
| 7.354390213 | 135 | 0.3% | |
| 6.28295974 | 1 | < 0.1% |
PREV_AMT_APPLICATION
Real number (ℝ)
| Distinct count | 31692 |
|---|---|
| Unique (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.694778495e-17 |
|---|---|
| Minimum | -0.9564940976 |
| Maximum | 19.30482322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.9564940976 |
|---|---|
| 5-th percentile | -0.9564940976 |
| Q1 | -0.5916798697 |
| median | -0.2987175941 |
| Q3 | 0.2466098774 |
| 95-th percentile | 1.858151404 |
| Maximum | 19.30482322 |
| Range | 20.26131731 |
| Interquartile range (IQR) | 0.8382897471 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.710926855e+16 |
| Kurtosis | 24.41841216 |
| Mean | 2.694778495e-17 |
| Median Absolute Deviation (MAD) | 0.6610939303 |
| Skewness | 3.464175889 |
| Sum | -1.136868377e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9564940976 | 2041 | 5.1% | |
| -0.6495044414 | 133 | 0.3% | |
| 0.5784541837 | 128 | 0.3% | |
| -0.3425147851 | 109 | 0.3% | |
| -0.03552512883 | 104 | 0.3% | |
| -0.189019957 | 99 | 0.2% | |
| -0.4960096132 | 89 | 0.2% | |
| 2.113402465 | 76 | 0.2% | |
| 0.2714645274 | 74 | 0.2% | |
| -0.8029992695 | 58 | 0.1% | |
| Other values (31682) | 36809 | 92.7% |
| Value | Count | Frequency (%) | |
| -0.9564940976 | 2041 | 5.1% | |
| -0.949982847 | 1 | < 0.1% | |
| -0.943405175 | 1 | < 0.1% | |
| -0.9398399088 | 1 | < 0.1% | |
| -0.9360792855 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19.30482322 | 1 | < 0.1% | |
| 15.77444217 | 1 | < 0.1% | |
| 14.90463814 | 1 | < 0.1% | |
| 14.39298872 | 1 | < 0.1% | |
| 13.70226199 | 1 | < 0.1% |
AMT_ANNUITY
Real number (ℝ)
| Distinct count | 7837 |
|---|---|
| Unique (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.814974774e-17 |
|---|---|
| Minimum | -1.814942817 |
| Maximum | 14.50482075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.814942817 |
|---|---|
| 5-th percentile | -1.3022025 |
| Q1 | -0.7259047773 |
| median | -0.1301775885 |
| Q3 | 0.5090189142 |
| 95-th percentile | 1.840760623 |
| Maximum | 14.50482075 |
| Range | 16.31976357 |
| Interquartile range (IQR) | 1.234923691 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.719719564e+16 |
| Kurtosis | 8.261194941 |
| Mean | -5.814974774e-17 |
| Median Absolute Deviation (MAD) | 0.7572257138 |
| Skewness | 1.538011193 |
| Sum | -3.499422974e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.3022025 | 843 | 2.1% | |
| -0.9728895156 | 635 | 1.6% | |
| -0.01129560118 | 269 | 0.7% | |
| -1.466858992 | 258 | 0.6% | |
| -1.219874254 | 244 | 0.6% | |
| 0.3269088338 | 205 | 0.5% | |
| -0.04225102171 | 195 | 0.5% | |
| 0.8054006001 | 194 | 0.5% | |
| -0.3495000362 | 179 | 0.5% | |
| -0.478920039 | 177 | 0.4% | |
| Other values (7827) | 36521 | 91.9% |
| Value | Count | Frequency (%) | |
| -1.814942817 | 1 | < 0.1% | |
| -1.791232282 | 1 | < 0.1% | |
| -1.771802816 | 1 | < 0.1% | |
| -1.761594113 | 1 | < 0.1% | |
| -1.759288922 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.50482075 | 4 | < 0.1% | |
| 13.14838057 | 1 | < 0.1% | |
| 9.327691323 | 1 | < 0.1% | |
| 8.958531468 | 1 | < 0.1% | |
| 7.987058164 | 1 | < 0.1% |
ANNUITY_INCOME_RATIO
Real number (ℝ)
| Distinct count | 23029 |
|---|---|
| Unique (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.001308373e-16 |
|---|---|
| Minimum | -1.924760155 |
| Maximum | 17.8058464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.924760155 |
|---|---|
| 5-th percentile | -1.250904469 |
| Q1 | -0.6926225326 |
| median | -0.1770443254 |
| Q3 | 0.5078444024 |
| 95-th percentile | 1.802161754 |
| Maximum | 17.8058464 |
| Range | 19.73060656 |
| Interquartile range (IQR) | 1.200466935 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.996794107e+15 |
| Kurtosis | 8.670135871 |
| Mean | -2.001308373e-16 |
| Median Absolute Deviation (MAD) | 0.7518386985 |
| Skewness | 1.683377591 |
| Sum | -9.322320693e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8752318635 | 326 | 0.8% | |
| -0.3492902152 | 289 | 0.7% | |
| -1.225859629 | 148 | 0.4% | |
| -1.401173512 | 130 | 0.3% | |
| -1.085608523 | 127 | 0.3% | |
| -0.6648552042 | 122 | 0.3% | |
| -0.524604098 | 111 | 0.3% | |
| -1.138202688 | 104 | 0.3% | |
| -0.6122610394 | 102 | 0.3% | |
| -1.295985182 | 70 | 0.2% | |
| Other values (23019) | 38191 | 96.2% |
| Value | Count | Frequency (%) | |
| -1.924760155 | 1 | < 0.1% | |
| -1.862148844 | 1 | < 0.1% | |
| -1.839458219 | 1 | < 0.1% | |
| -1.810239238 | 1 | < 0.1% | |
| -1.804395442 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17.8058464 | 1 | < 0.1% | |
| 12.72877481 | 1 | < 0.1% | |
| 12.52488476 | 1 | < 0.1% | |
| 12.28119847 | 1 | < 0.1% | |
| 10.67094045 | 1 | < 0.1% |
PREV_PRODUCT_COMBINATION_Cash_Street_low
Real number (ℝ)
| Distinct count | 131 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.541651723e-15 |
|---|---|
| Minimum | -0.1891671845 |
| Maximum | 13.53264743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1891671845 |
|---|---|
| 5-th percentile | -0.1891671845 |
| Q1 | -0.1891671845 |
| median | -0.1891671845 |
| Q3 | -0.1891671845 |
| 95-th percentile | 0.9543173666 |
| Maximum | 13.53264743 |
| Range | 13.72181461 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.486631017e+14 |
| Kurtosis | 78.99428516 |
| Mean | -1.541651723e-15 |
| Median Absolute Deviation (MAD) | 0.356226764 |
| Skewness | 7.911002367 |
| Sum | 1.065814104e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1891671845 | 37399 | 94.2% | |
| 3.241286469 | 169 | 0.4% | |
| 4.38477102 | 166 | 0.4% | |
| 1.771092046 | 163 | 0.4% | |
| 2.097801918 | 159 | 0.4% | |
| 2.555195738 | 156 | 0.4% | |
| 6.671740122 | 134 | 0.3% | |
| 1.526059642 | 120 | 0.3% | |
| 1.183014277 | 107 | 0.3% | |
| 1.335478884 | 102 | 0.3% | |
| Other values (121) | 1045 | 2.6% |
| Value | Count | Frequency (%) | |
| -0.1891671845 | 37399 | 94.2% | |
| 0.1226922385 | 1 | < 0.1% | |
| 0.1538781808 | 1 | < 0.1% | |
| 0.1719332001 | 1 | < 0.1% | |
| 0.2144155982 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 13.53264743 | 66 | 0.2% | |
| 12.47712323 | 1 | < 0.1% | |
| 11.5723882 | 1 | < 0.1% | |
| 10.48335529 | 1 | < 0.1% | |
| 10.36607483 | 1 | < 0.1% |
PREV_RATE_DOWN_PAYMENT
Real number (ℝ)
| Distinct count | 22504 |
|---|---|
| Unique (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.136917091e-16 |
|---|---|
| Minimum | -0.8045338096 |
| Maximum | 8.700860222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.8045338096 |
|---|---|
| 5-th percentile | -0.8045338096 |
| Q1 | -0.8045338096 |
| median | -0.2100516053 |
| Q3 | 0.4272478071 |
| 95-th percentile | 1.753838291 |
| Maximum | 8.700860222 |
| Range | 9.505394032 |
| Interquartile range (IQR) | 1.231781617 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.629503175e+15 |
| Kurtosis | 7.542913374 |
| Mean | 6.136917091e-16 |
| Median Absolute Deviation (MAD) | 0.7380550932 |
| Skewness | 2.170382622 |
| Sum | -7.958078641e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8045338096 | 15067 | 37.9% | |
| 0.474484853 | 756 | 1.9% | |
| -0.1650244783 | 336 | 0.8% | |
| -0.3781942554 | 127 | 0.3% | |
| 1.753503516 | 106 | 0.3% | |
| -0.484779144 | 54 | 0.1% | |
| 0.04814529879 | 50 | 0.1% | |
| 1.113994184 | 20 | 0.1% | |
| -0.5487300771 | 19 | < 0.1% | |
| 3.032522178 | 18 | < 0.1% | |
| Other values (22494) | 23167 | 58.3% |
| Value | Count | Frequency (%) | |
| -0.8045338096 | 15067 | 37.9% | |
| -0.8045279443 | 1 | < 0.1% | |
| -0.8045273074 | 1 | < 0.1% | |
| -0.8045250258 | 1 | < 0.1% | |
| -0.8045243488 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.700860222 | 1 | < 0.1% | |
| 8.277255511 | 1 | < 0.1% | |
| 8.252389166 | 1 | < 0.1% | |
| 8.146677341 | 1 | < 0.1% | |
| 8.096651303 | 1 | < 0.1% |
PREV_DAYS_FIRST_DRAWING
Real number (ℝ)
| Distinct count | 5281 |
|---|---|
| Unique (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.126233492e-15 |
|---|---|
| Minimum | -3.371352368 |
| Maximum | 0.4602992539 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -3.371352368 |
|---|---|
| 5-th percentile | -3.340972831 |
| Q1 | 0.07954811485 |
| median | 0.4602992539 |
| Q3 | 0.4602992539 |
| 95-th percentile | 0.4602992539 |
| Maximum | 0.4602992539 |
| Range | 3.831651622 |
| Interquartile range (IQR) | 0.380751139 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 8.879265231e+14 |
| Kurtosis | 5.10527348 |
| Mean | 1.126233492e-15 |
| Median Absolute Deviation (MAD) | 0.6886380489 |
| Skewness | -2.444658453 |
| Sum | -1.206501565e-11 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.4602992539 | 29662 | 74.7% | |
| -3.340972831 | 2090 | 5.3% | |
| -1.441611709 | 13 | < 0.1% | |
| -1.441606505 | 11 | < 0.1% | |
| -0.8076032273 | 10 | < 0.1% | |
| -1.441497227 | 9 | < 0.1% | |
| -1.441325503 | 9 | < 0.1% | |
| -1.441455597 | 9 | < 0.1% | |
| -0.807516498 | 9 | < 0.1% | |
| -1.441361929 | 8 | < 0.1% | |
| Other values (5271) | 7890 | 19.9% |
| Value | Count | Frequency (%) | |
| -3.371352368 | 1 | < 0.1% | |
| -3.371289923 | 1 | < 0.1% | |
| -3.371269108 | 2 | < 0.1% | |
| -3.37117544 | 2 | < 0.1% | |
| -3.37113381 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.4602992539 | 29662 | 74.7% | |
| 0.260074546 | 1 | < 0.1% | |
| 0.2598647524 | 1 | < 0.1% | |
| 0.2478084373 | 1 | < 0.1% | |
| 0.236059543 | 1 | < 0.1% |
INSTA_NUM_INSTALMENT_VERSION
Real number (ℝ)
| Distinct count | 5431 |
|---|---|
| Unique (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.500573319e-16 |
|---|---|
| Minimum | -1.637873531 |
| Maximum | 64.26377599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.637873531 |
|---|---|
| 5-th percentile | -1.637873531 |
| Q1 | -0.02638241266 |
| median | 0.05191235401 |
| Q3 | 0.2154400203 |
| 95-th percentile | 1.127230645 |
| Maximum | 64.26377599 |
| Range | 65.90164952 |
| Interquartile range (IQR) | 0.241822433 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.999133242e+15 |
| Kurtosis | 461.806277 |
| Mean | 2.500573319e-16 |
| Median Absolute Deviation (MAD) | 0.5238588255 |
| Skewness | 9.801956267 |
| Sum | 7.247535905e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.05191235401 | 11134 | 28.0% | |
| -1.637873531 | 2259 | 5.7% | |
| 0.2055292526 | 608 | 1.5% | |
| 0.389869531 | 581 | 1.5% | |
| 0.2396663412 | 537 | 1.4% | |
| 0.2208909425 | 524 | 1.3% | |
| 0.4743588253 | 514 | 1.3% | |
| 0.2933103376 | 496 | 1.2% | |
| 0.3335433348 | 475 | 1.2% | |
| 0.2631355896 | 456 | 1.1% | |
| Other values (5421) | 22136 | 55.7% |
| Value | Count | Frequency (%) | |
| -1.637873531 | 2259 | 5.7% | |
| -1.628433386 | 1 | < 0.1% | |
| -1.626756519 | 1 | < 0.1% | |
| -1.623179741 | 1 | < 0.1% | |
| -1.621780332 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 64.26377599 | 1 | < 0.1% | |
| 17.50078834 | 1 | < 0.1% | |
| 17.30180993 | 1 | < 0.1% | |
| 16.49482885 | 1 | < 0.1% | |
| 16.46697524 | 1 | < 0.1% |
FLAG_DOCUMENT_6
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.2885018838 | |
|---|---|
| 3.466181873 | 3052 |
| Value | Count | Frequency (%) | |
| -0.2885018838 | 36668 | 92.3% | |
| 3.466181873 | 3052 | 7.7% |
PREV_NAME_YIELD_GROUP_high
Real number (ℝ)
| Distinct count | 204 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.637869782e-16 |
|---|---|
| Minimum | -0.8083837962 |
| Maximum | 2.522654266 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.8083837962 |
|---|---|
| 5-th percentile | -0.8083837962 |
| Q1 | -0.8083837962 |
| median | -0.3325212158 |
| Q3 | 0.5240314288 |
| 95-th percentile | 2.522654266 |
| Maximum | 2.522654266 |
| Range | 3.331038062 |
| Interquartile range (IQR) | 1.332415225 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.790985421e+15 |
| Kurtosis | 0.6438973161 |
| Mean | 2.637869782e-16 |
| Median Absolute Deviation (MAD) | 0.8016951741 |
| Skewness | 1.243259224 |
| Sum | -1.406874617e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8083837962 | 17484 | 44.0% | |
| 0.857135235 | 3322 | 8.4% | |
| 2.522654266 | 3052 | 7.7% | |
| 0.3019622246 | 2722 | 6.9% | |
| 0.02437571942 | 1956 | 4.9% | |
| -0.1421761837 | 1404 | 3.5% | |
| 1.412308245 | 1007 | 2.5% | |
| -0.2532107858 | 993 | 2.5% | |
| 0.5240314288 | 834 | 2.1% | |
| -0.3325212158 | 678 | 1.7% | |
| Other values (194) | 6268 | 15.8% |
| Value | Count | Frequency (%) | |
| -0.8083837962 | 17484 | 44.0% | |
| -0.7528664952 | 1 | < 0.1% | |
| -0.7343607281 | 1 | < 0.1% | |
| -0.7290733661 | 1 | < 0.1% | |
| -0.7271389654 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.522654266 | 3052 | 7.7% | |
| 2.326710851 | 1 | < 0.1% | |
| 2.245067761 | 2 | < 0.1% | |
| 2.219832624 | 1 | < 0.1% | |
| 2.18955046 | 1 | < 0.1% |
BUREAU_DAYS_CREDIT
Real number (ℝ)
| Distinct count | 18852 |
|---|---|
| Unique (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.511924188e-16 |
|---|---|
| Minimum | -3.275511634 |
| Maximum | 1.327738789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -3.275511634 |
|---|---|
| 5-th percentile | -1.739519449 |
| Q1 | -0.6768540874 |
| median | 0.04631433544 |
| Q3 | 0.8251936542 |
| 95-th percentile | 1.327738789 |
| Maximum | 1.327738789 |
| Range | 4.603250423 |
| Interquartile range (IQR) | 1.502047742 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.614171507e+15 |
| Kurtosis | -0.2045972973 |
| Mean | 1.511924188e-16 |
| Median Absolute Deviation (MAD) | 0.8213496053 |
| Skewness | -0.5043430414 |
| Sum | 4.504840945e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.327738789 | 6318 | 15.9% | |
| 0.5416258664 | 17 | < 0.1% | |
| 0.8283444074 | 16 | < 0.1% | |
| 0.8314951606 | 16 | < 0.1% | |
| 0.1824400018 | 16 | < 0.1% | |
| 0.7338218115 | 16 | < 0.1% | |
| 0.2927163637 | 16 | < 0.1% | |
| -0.04126347534 | 16 | < 0.1% | |
| 1.094583053 | 15 | < 0.1% | |
| 1.00793734 | 15 | < 0.1% | |
| Other values (18842) | 33259 | 83.7% |
| Value | Count | Frequency (%) | |
| -3.275511634 | 3 | < 0.1% | |
| -3.273936257 | 1 | < 0.1% | |
| -3.27236088 | 1 | < 0.1% | |
| -3.270785504 | 3 | < 0.1% | |
| -3.269210127 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.327738789 | 6318 | 15.9% | |
| 1.321437283 | 1 | < 0.1% | |
| 1.319861906 | 2 | < 0.1% | |
| 1.31828653 | 2 | < 0.1% | |
| 1.316711153 | 5 | < 0.1% |
CREDIT_AMT_BALANCE
Real number (ℝ)
| Distinct count | 8572 |
|---|---|
| Unique (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.212189765e-16 |
|---|---|
| Minimum | -0.370042217 |
| Maximum | 11.58654349 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.370042217 |
|---|---|
| 5-th percentile | -0.3351002291 |
| Q1 | -0.3351002291 |
| median | -0.3351002291 |
| Q3 | -0.3351002291 |
| 95-th percentile | 1.889995913 |
| Maximum | 11.58654349 |
| Range | 11.95658571 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.609758598e+15 |
| Kurtosis | 26.19778907 |
| Mean | 6.212189765e-16 |
| Median Absolute Deviation (MAD) | 0.5433397021 |
| Skewness | 4.545077632 |
| Sum | 4.618527782e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3351002291 | 31148 | 78.4% | |
| 0.4317641428 | 2 | < 0.1% | |
| -0.09227467408 | 1 | < 0.1% | |
| 0.3794996934 | 1 | < 0.1% | |
| 0.6304541865 | 1 | < 0.1% | |
| 1.503655281 | 1 | < 0.1% | |
| 1.504261865 | 1 | < 0.1% | |
| -0.0335043196 | 1 | < 0.1% | |
| 1.620156007 | 1 | < 0.1% | |
| 0.3130135097 | 1 | < 0.1% | |
| Other values (8562) | 8562 | 21.6% |
| Value | Count | Frequency (%) | |
| -0.370042217 | 1 | < 0.1% | |
| -0.3528278946 | 1 | < 0.1% | |
| -0.3351539299 | 1 | < 0.1% | |
| -0.3351002291 | 31148 | 78.4% | |
| -0.3351001604 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.58654349 | 1 | < 0.1% | |
| 11.04459592 | 1 | < 0.1% | |
| 10.97832708 | 1 | < 0.1% | |
| 10.77228761 | 1 | < 0.1% | |
| 10.63790145 | 1 | < 0.1% |
POS_MONTHS_BALANCE
Real number (ℝ)
| Distinct count | 16273 |
|---|---|
| Unique (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.320584014e-16 |
|---|---|
| Minimum | -3.201247234 |
| Maximum | 1.393161474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -3.201247234 |
|---|---|
| 5-th percentile | -1.980909441 |
| Q1 | -0.605684548 |
| median | 0.1795647521 |
| Q3 | 0.7949311734 |
| 95-th percentile | 1.393161474 |
| Maximum | 1.393161474 |
| Range | 4.594408708 |
| Interquartile range (IQR) | 1.400615721 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -7.572502605e+15 |
| Kurtosis | 0.1935530266 |
| Mean | -1.320584014e-16 |
| Median Absolute Deviation (MAD) | 0.8077507295 |
| Skewness | -0.8185328997 |
| Sum | -8.540723684e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.393161474 | 2169 | 5.5% | |
| 1.10601093 | 406 | 1.0% | |
| 1.082081718 | 386 | 1.0% | |
| 1.058152506 | 375 | 0.9% | |
| 1.129940142 | 372 | 0.9% | |
| 1.010294082 | 338 | 0.9% | |
| 0.9145772335 | 335 | 0.8% | |
| 0.9624356576 | 324 | 0.8% | |
| 0.8188603854 | 322 | 0.8% | |
| 1.153869354 | 322 | 0.8% | |
| Other values (16263) | 34371 | 86.5% |
| Value | Count | Frequency (%) | |
| -3.201247234 | 21 | 0.1% | |
| -3.177318022 | 21 | 0.1% | |
| -3.165353416 | 1 | < 0.1% | |
| -3.15338881 | 11 | < 0.1% | |
| -3.129459598 | 25 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.393161474 | 2169 | 5.5% | |
| 1.34530305 | 16 | < 0.1% | |
| 1.321373838 | 13 | < 0.1% | |
| 1.297444626 | 24 | 0.1% | |
| 1.289468222 | 1 | < 0.1% |
| Distinct count | 9094 |
|---|---|
| Unique (%) | 22.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.021004861e-15 |
|---|---|
| Minimum | -0.02873376104 |
| Maximum | 136.6810279 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.02873376104 |
|---|---|
| 5-th percentile | -0.02873376104 |
| Q1 | -0.02873376104 |
| median | -0.02873376104 |
| Q3 | -0.02873376104 |
| 95-th percentile | 0.04709162009 |
| Maximum | 136.6810279 |
| Range | 136.7097617 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.310198541e+14 |
| Kurtosis | 13809.36077 |
| Mean | 3.021004861e-15 |
| Median Absolute Deviation (MAD) | 0.04715867012 |
| Skewness | 112.9208946 |
| Sum | 9.947598301e-14 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.02873376104 | 29887 | 75.2% | |
| -0.02292662431 | 15 | < 0.1% | |
| -0.02869746643 | 13 | < 0.1% | |
| -0.02800786895 | 12 | < 0.1% | |
| -0.02486233656 | 10 | < 0.1% | |
| -0.02866117183 | 9 | < 0.1% | |
| -0.02147484013 | 9 | < 0.1% | |
| -0.01711948759 | 9 | < 0.1% | |
| -0.02782639592 | 8 | < 0.1% | |
| -0.02855228801 | 8 | < 0.1% | |
| Other values (9084) | 9740 | 24.5% |
| Value | Count | Frequency (%) | |
| -0.02873376104 | 29887 | 75.2% | |
| -0.02873357956 | 1 | < 0.1% | |
| -0.02873317125 | 1 | < 0.1% | |
| -0.02873283717 | 1 | < 0.1% | |
| -0.02873218827 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 136.6810279 | 1 | < 0.1% | |
| 113.7862317 | 1 | < 0.1% | |
| 74.42783265 | 1 | < 0.1% | |
| 32.51576703 | 1 | < 0.1% | |
| 13.40437846 | 1 | < 0.1% |
CREDIT_AMT_TOTAL_RECEIVABLE
Real number (ℝ)
| Distinct count | 8575 |
|---|---|
| Unique (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.134800545e-15 |
|---|---|
| Minimum | -0.369903992 |
| Maximum | 11.50037425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.369903992 |
|---|---|
| 5-th percentile | -0.3347224818 |
| Q1 | -0.3347224818 |
| median | -0.3347224818 |
| Q3 | -0.3347224818 |
| 95-th percentile | 1.88505651 |
| Maximum | 11.50037425 |
| Range | 11.87027824 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -8.812232183e+14 |
| Kurtosis | 26.291116 |
| Mean | -1.134800545e-15 |
| Median Absolute Deviation (MAD) | 0.5428132347 |
| Skewness | 4.553469625 |
| Sum | 1.819877582e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3347224818 | 31138 | 78.4% | |
| -0.2744113214 | 2 | < 0.1% | |
| 0.4369089539 | 2 | < 0.1% | |
| -0.3347107329 | 2 | < 0.1% | |
| -0.3347102566 | 2 | < 0.1% | |
| -0.3347093707 | 2 | < 0.1% | |
| 0.2683891222 | 2 | < 0.1% | |
| -0.3347100891 | 2 | < 0.1% | |
| -0.3347108835 | 2 | < 0.1% | |
| 1.754031147 | 1 | < 0.1% | |
| Other values (8565) | 8565 | 21.6% |
| Value | Count | Frequency (%) | |
| -0.369903992 | 1 | < 0.1% | |
| -0.3525716679 | 1 | < 0.1% | |
| -0.346760935 | 1 | < 0.1% | |
| -0.3443168817 | 1 | < 0.1% | |
| -0.3406728814 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.50037425 | 1 | < 0.1% | |
| 10.97020018 | 1 | < 0.1% | |
| 10.8336274 | 1 | < 0.1% | |
| 10.74442196 | 1 | < 0.1% | |
| 10.67440729 | 1 | < 0.1% |
CREDIT_AMT_RECIVABLE
Real number (ℝ)
| Distinct count | 8575 |
|---|---|
| Unique (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.639463002e-16 |
|---|---|
| Minimum | -0.3698911255 |
| Maximum | 11.50063816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3698911255 |
|---|---|
| 5-th percentile | -0.3347088712 |
| Q1 | -0.3347088712 |
| median | -0.3347088712 |
| Q3 | -0.3347088712 |
| 95-th percentile | 1.884952863 |
| Maximum | 11.50063816 |
| Range | 11.87052928 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.788697124e+15 |
| Kurtosis | 26.29356954 |
| Mean | 2.639463002e-16 |
| Median Absolute Deviation (MAD) | 0.5427945144 |
| Skewness | 4.553692784 |
| Sum | -3.370637103e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3347088712 | 31138 | 78.4% | |
| 0.2684154878 | 2 | < 0.1% | |
| -0.3346957598 | 2 | < 0.1% | |
| -0.3346972727 | 2 | < 0.1% | |
| -0.3346966457 | 2 | < 0.1% | |
| -0.2743964353 | 2 | < 0.1% | |
| 0.4369388835 | 2 | < 0.1% | |
| -0.3346964782 | 2 | < 0.1% | |
| -0.334697122 | 2 | < 0.1% | |
| -0.3004581797 | 1 | < 0.1% | |
| Other values (8565) | 8565 | 21.6% |
| Value | Count | Frequency (%) | |
| -0.3698911255 | 1 | < 0.1% | |
| -0.3525584348 | 1 | < 0.1% | |
| -0.346747579 | 1 | < 0.1% | |
| -0.344303474 | 1 | < 0.1% | |
| -0.3406593967 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.50063816 | 1 | < 0.1% | |
| 10.97045288 | 1 | < 0.1% | |
| 10.8338772 | 1 | < 0.1% | |
| 10.74466988 | 1 | < 0.1% | |
| 10.67465373 | 1 | < 0.1% |
BUREAU_DAYS_ENDDATE_FACT
Real number (ℝ)
| Distinct count | 13184 |
|---|---|
| Unique (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.832482918e-16 |
|---|---|
| Minimum | -3.611994798 |
| Maximum | 1.072702843 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -3.611994798 |
|---|---|
| 5-th percentile | -1.81192096 |
| Q1 | -0.6923953275 |
| median | 0.1104493959 |
| Q3 | 1.072702843 |
| 95-th percentile | 1.072702843 |
| Maximum | 1.072702843 |
| Range | 4.684697641 |
| Interquartile range (IQR) | 1.76509817 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -5.457145486e+15 |
| Kurtosis | -0.2060839111 |
| Mean | -1.832482918e-16 |
| Median Absolute Deviation (MAD) | 0.8402434964 |
| Skewness | -0.6922291677 |
| Sum | 1.804778549e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.072702843 | 11304 | 28.5% | |
| 0.4155145697 | 21 | 0.1% | |
| 0.4090238213 | 20 | 0.1% | |
| 0.2078106216 | 18 | < 0.1% | |
| 0.300303786 | 18 | < 0.1% | |
| -0.08589574247 | 17 | < 0.1% | |
| 0.5372161017 | 17 | < 0.1% | |
| 0.766014982 | 17 | < 0.1% | |
| 0.5988782113 | 17 | < 0.1% | |
| 0.4787993663 | 17 | < 0.1% | |
| Other values (13174) | 28254 | 71.1% |
| Value | Count | Frequency (%) | |
| -3.611994798 | 1 | < 0.1% | |
| -3.55520075 | 1 | < 0.1% | |
| -3.521124321 | 1 | < 0.1% | |
| -3.508142824 | 1 | < 0.1% | |
| -3.487047892 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.072702843 | 11304 | 28.5% | |
| 1.071080156 | 1 | < 0.1% | |
| 1.067834782 | 1 | < 0.1% | |
| 1.066212094 | 3 | < 0.1% | |
| 1.064589407 | 3 | < 0.1% |
AMT_CREDIT
Real number (ℝ)
| Distinct count | 3021 |
|---|---|
| Unique (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.469340482e-16 |
|---|---|
| Minimum | -1.406876861 |
| Maximum | 9.08797181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.406876861 |
|---|---|
| 5-th percentile | -1.147689475 |
| Q1 | -0.7991897475 |
| median | -0.1923162791 |
| Q3 | 0.5241752941 |
| 95-th percentile | 1.894873282 |
| Maximum | 9.08797181 |
| Range | 10.49484867 |
| Interquartile range (IQR) | 1.323365042 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.805860183e+15 |
| Kurtosis | 2.397385423 |
| Mean | 1.469340482e-16 |
| Median Absolute Deviation (MAD) | 0.7749655715 |
| Skewness | 1.312942888 |
| Sum | 5.279332527e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3456000295 | 1442 | 3.6% | |
| 0.2439982105 | 1106 | 2.8% | |
| -1.053117918 | 979 | 2.5% | |
| -0.9351982695 | 951 | 2.4% | |
| -0.8172786215 | 877 | 2.2% | |
| -0.09655373295 | 834 | 2.1% | |
| 0.8335964505 | 715 | 1.8% | |
| 0.594219565 | 587 | 1.5% | |
| -0.1588153071 | 576 | 1.5% | |
| -0.8573713018 | 570 | 1.4% | |
| Other values (3011) | 31083 | 78.3% |
| Value | Count | Frequency (%) | |
| -1.406876861 | 27 | 0.1% | |
| -1.399094165 | 19 | < 0.1% | |
| -1.395202816 | 4 | < 0.1% | |
| -1.395084897 | 2 | < 0.1% | |
| -1.394424547 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.08797181 | 1 | < 0.1% | |
| 9.029483665 | 1 | < 0.1% | |
| 7.31917709 | 1 | < 0.1% | |
| 6.72957885 | 1 | < 0.1% | |
| 6.390913621 | 1 | < 0.1% |
DAYS_LAST_PHONE_CHANGE
Real number (ℝ)
| Distinct count | 3243 |
|---|---|
| Unique (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.261143046e-16 |
|---|---|
| Minimum | -1.116865216 |
| Maximum | 4.048468474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.116865216 |
|---|---|
| 5-th percentile | -1.116865216 |
| Q1 | -0.8208431787 |
| median | -0.2689376848 |
| Q3 | 0.7458158256 |
| 95-th percentile | 1.941192952 |
| Maximum | 4.048468474 |
| Range | 5.165333691 |
| Interquartile range (IQR) | 1.566659004 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.422597633e+15 |
| Kurtosis | -0.08195598708 |
| Mean | -2.261143046e-16 |
| Median Absolute Deviation (MAD) | 0.8327510491 |
| Skewness | 0.8238719479 |
| Sum | -2.700062396e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.116865216 | 5312 | 13.4% | |
| -1.115610886 | 373 | 0.9% | |
| -1.114356555 | 282 | 0.7% | |
| -1.113102224 | 196 | 0.5% | |
| -1.111847894 | 180 | 0.5% | |
| -1.110593563 | 92 | 0.2% | |
| -1.109339232 | 70 | 0.2% | |
| -1.108084902 | 62 | 0.2% | |
| -0.5637053918 | 40 | 0.1% | |
| -0.5198038184 | 38 | 0.1% | |
| Other values (3233) | 33075 | 83.3% |
| Value | Count | Frequency (%) | |
| -1.116865216 | 5312 | 13.4% | |
| -1.115610886 | 373 | 0.9% | |
| -1.114356555 | 282 | 0.7% | |
| -1.113102224 | 196 | 0.5% | |
| -1.111847894 | 180 | 0.5% |
| Value | Count | Frequency (%) | |
| 4.048468474 | 1 | < 0.1% | |
| 3.988260602 | 1 | < 0.1% | |
| 3.968191312 | 1 | < 0.1% | |
| 3.954393674 | 1 | < 0.1% | |
| 3.925544069 | 1 | < 0.1% |
PREV_HOUR_APPR_PROCESS_START
Real number (ℝ)
| Distinct count | 1381 |
|---|---|
| Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.009933996e-16 |
|---|---|
| Minimum | -3.112243997 |
| Maximum | 2.909031892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -3.112243997 |
|---|---|
| 5-th percentile | -2.065065581 |
| Q1 | -0.3961249817 |
| median | 0.1340090912 |
| Q3 | 0.6052393782 |
| 95-th percentile | 1.338264269 |
| Maximum | 2.909031892 |
| Range | 6.021275889 |
| Interquartile range (IQR) | 1.00136436 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 9.90176182e+15 |
| Kurtosis | 2.445636646 |
| Mean | 1.009933996e-16 |
| Median Absolute Deviation (MAD) | 0.7134346919 |
| Skewness | -1.284775157 |
| Sum | -7.531752999e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.02929124963 | 1940 | 4.9% | |
| 0.2910858535 | 1933 | 4.9% | |
| -3.112243997 | 1929 | 4.9% | |
| 0.5528804574 | 1689 | 4.3% | |
| -0.2325033543 | 1682 | 4.2% | |
| 0.8146750613 | 1424 | 3.6% | |
| -0.4942979581 | 1302 | 3.3% | |
| 1.076469665 | 1079 | 2.7% | |
| -0.756092562 | 889 | 2.2% | |
| 1.338264269 | 740 | 1.9% | |
| Other values (1371) | 25113 | 63.2% |
| Value | Count | Frequency (%) | |
| -3.112243997 | 1929 | 4.9% | |
| -2.501389921 | 1 | < 0.1% | |
| -2.457757487 | 1 | < 0.1% | |
| -2.326860185 | 24 | 0.1% | |
| -2.283227751 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.909031892 | 1 | < 0.1% | |
| 2.647237288 | 5 | < 0.1% | |
| 2.385442685 | 29 | 0.1% | |
| 2.319994034 | 1 | < 0.1% | |
| 2.254545383 | 1 | < 0.1% |
PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories
Real number (ℝ)
| Distinct count | 67 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.090390481e-15 |
|---|---|
| Minimum | -0.1693522097 |
| Maximum | 9.772592013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1693522097 |
|---|---|
| 5-th percentile | -0.1693522097 |
| Q1 | -0.1693522097 |
| median | -0.1693522097 |
| Q3 | -0.1693522097 |
| 95-th percentile | -0.1693522097 |
| Maximum | 9.772592013 |
| Range | 9.941944223 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 3.235877778e+14 |
| Kurtosis | 65.66342804 |
| Mean | 3.090390481e-15 |
| Median Absolute Deviation (MAD) | 0.322945966 |
| Skewness | 7.705770288 |
| Sum | 7.389644452e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1693522097 | 37872 | 95.3% | |
| 9.772592013 | 272 | 0.7% | |
| 4.801619902 | 238 | 0.6% | |
| 3.144629198 | 233 | 0.6% | |
| 2.316133846 | 201 | 0.5% | |
| 1.819036635 | 156 | 0.4% | |
| 1.487638494 | 132 | 0.3% | |
| 1.250925536 | 111 | 0.3% | |
| 1.073390818 | 61 | 0.2% | |
| 0.9353082596 | 56 | 0.1% | |
| Other values (57) | 388 | 1.0% |
| Value | Count | Frequency (%) | |
| -0.1693522097 | 37872 | 95.3% | |
| 0.04677701258 | 1 | < 0.1% | |
| 0.07919639591 | 1 | < 0.1% | |
| 0.09934898556 | 1 | < 0.1% | |
| 0.1413335473 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.772592013 | 272 | 0.7% | |
| 8.115601309 | 1 | < 0.1% | |
| 7.287105958 | 7 | < 0.1% | |
| 6.458610606 | 27 | 0.1% | |
| 5.795814324 | 7 | < 0.1% |
PREV_DAYS_LAST_DUE
Real number (ℝ)
| Distinct count | 18051 |
|---|---|
| Unique (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.739042579e-18 |
|---|---|
| Minimum | -0.7520832332 |
| Maximum | 2.563999255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.7520832332 |
|---|---|
| 5-th percentile | -0.742543476 |
| Q1 | -0.7330118266 |
| median | -0.72636341 |
| Q3 | 0.4736239208 |
| 95-th percentile | 2.563999255 |
| Maximum | 2.563999255 |
| Range | 3.316082489 |
| Interquartile range (IQR) | 1.206635747 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.483908992e+17 |
| Kurtosis | 0.7937343507 |
| Mean | 6.739042579e-18 |
| Median Absolute Deviation (MAD) | 0.8143735319 |
| Skewness | 1.317180428 |
| Sum | 4.696687483e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2.563999255 | 3109 | 7.8% | |
| -0.72636341 | 2090 | 5.3% | |
| -0.728192175 | 22 | 0.1% | |
| -0.7295434792 | 21 | 0.1% | |
| -0.7292912357 | 21 | 0.1% | |
| -0.7293813227 | 20 | 0.1% | |
| -0.7276966968 | 20 | 0.1% | |
| -0.7299849052 | 19 | < 0.1% | |
| -0.7292461923 | 19 | < 0.1% | |
| -0.7286966619 | 19 | < 0.1% | |
| Other values (18041) | 34360 | 86.5% |
| Value | Count | Frequency (%) | |
| -0.7520832332 | 1 | < 0.1% | |
| -0.7517318941 | 1 | < 0.1% | |
| -0.7514976681 | 1 | < 0.1% | |
| -0.7514436159 | 1 | < 0.1% | |
| -0.7514255985 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.563999255 | 3109 | 7.8% | |
| 1.905773575 | 1 | < 0.1% | |
| 1.905708712 | 1 | < 0.1% | |
| 1.90566547 | 1 | < 0.1% | |
| 1.905546555 | 1 | < 0.1% |
BUREAU_CREDIT_TYPE_Consumer_credit
Real number (ℝ)
| Distinct count | 209 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.465953048e-18 |
|---|---|
| Minimum | -1.632925219 |
| Maximum | 1.10600933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.632925219 |
|---|---|
| 5-th percentile | -1.632925219 |
| Q1 | -0.7199470361 |
| median | 0.1930311469 |
| Q3 | 0.8953220569 |
| 95-th percentile | 1.10600933 |
| Maximum | 1.10600933 |
| Range | 2.738934549 |
| Interquartile range (IQR) | 1.615269093 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 2.88524563e+17 |
| Kurtosis | -1.041097226 |
| Mean | 3.465953048e-18 |
| Median Absolute Deviation (MAD) | 0.8450604622 |
| Skewness | -0.5805628921 |
| Sum | -2.643218977e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.10600933 | 9772 | 24.6% | |
| -1.632925219 | 8524 | 21.5% | |
| -0.2634579446 | 3482 | 8.8% | |
| 0.1930311469 | 2998 | 7.5% | |
| 0.4212756926 | 2092 | 5.3% | |
| 0.5582224201 | 1470 | 3.7% | |
| 0.01043551029 | 1040 | 2.6% | |
| 0.6495202384 | 1032 | 2.6% | |
| -0.7199470361 | 904 | 2.3% | |
| 0.3234566016 | 711 | 1.8% | |
| Other values (199) | 7695 | 19.4% |
| Value | Count | Frequency (%) | |
| -1.632925219 | 8524 | 21.5% | |
| -1.437287037 | 2 | < 0.1% | |
| -1.404680673 | 1 | < 0.1% | |
| -1.383931169 | 3 | < 0.1% | |
| -1.359031764 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.10600933 | 9772 | 24.6% | |
| 1.05621052 | 1 | < 0.1% | |
| 1.011563311 | 2 | < 0.1% | |
| 1.008190239 | 1 | < 0.1% | |
| 0.9964519479 | 1 | < 0.1% |
PREV_NAME_CLIENT_TYPE_Repeater
Real number (ℝ)
| Distinct count | 134 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.402414557e-16 |
|---|---|
| Minimum | -1.424912822 |
| Maximum | 1.318071275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.424912822 |
|---|---|
| 5-th percentile | -1.424912822 |
| Q1 | -1.424912822 |
| median | 0.4037432428 |
| Q3 | 0.8609072589 |
| 95-th percentile | 1.318071275 |
| Maximum | 1.318071275 |
| Range | 2.742984097 |
| Interquartile range (IQR) | 2.285820081 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.851047486e+15 |
| Kurtosis | -1.376580668 |
| Mean | -5.402414557e-16 |
| Median Absolute Deviation (MAD) | 0.8770436493 |
| Skewness | -0.4094592879 |
| Sum | -1.361755153e-11 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.424912822 | 11167 | 28.1% | |
| -0.05342077334 | 4800 | 12.1% | |
| 0.4037432428 | 3839 | 9.7% | |
| 0.6323252508 | 2773 | 7.0% | |
| 1.318071275 | 2691 | 6.8% | |
| 0.7694744557 | 2284 | 5.8% | |
| 0.8609072589 | 1760 | 4.4% | |
| 0.9262164041 | 1332 | 3.4% | |
| -0.5105847895 | 1213 | 3.1% | |
| 0.9751982629 | 996 | 2.5% | |
| Other values (124) | 6865 | 17.3% |
| Value | Count | Frequency (%) | |
| -1.424912822 | 11167 | 28.1% | |
| -1.253476316 | 1 | < 0.1% | |
| -1.242047215 | 1 | < 0.1% | |
| -1.196330814 | 5 | < 0.1% | |
| -1.175550631 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.318071275 | 2691 | 6.8% | |
| 1.272354873 | 1 | < 0.1% | |
| 1.270778446 | 1 | < 0.1% | |
| 1.267275273 | 2 | < 0.1% | |
| 1.263211593 | 1 | < 0.1% |
PREV_DAYS_LAST_DUE_1ST_VERSION
Real number (ℝ)
| Distinct count | 18496 |
|---|---|
| Unique (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.649961358e-17 |
|---|---|
| Minimum | -0.543113805 |
| Maximum | 5.2353168 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.543113805 |
|---|---|
| 5-th percentile | -0.526267579 |
| Q1 | -0.5102758716 |
| median | -0.5009099226 |
| Q3 | 0.3082137109 |
| 95-th percentile | 2.364903657 |
| Maximum | 5.2353168 |
| Range | 5.778430605 |
| Interquartile range (IQR) | 0.8184895825 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.060824294e+16 |
| Kurtosis | 7.294582679 |
| Mean | -1.649961358e-17 |
| Median Absolute Deviation (MAD) | 0.7403085317 |
| Skewness | 2.455137412 |
| Sum | 1.563194019e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.499308436 | 2102 | 5.3% | |
| 5.2353168 | 430 | 1.1% | |
| -0.4993398377 | 30 | 0.1% | |
| -0.4987275046 | 28 | 0.1% | |
| -0.4988060088 | 27 | 0.1% | |
| -0.4991828292 | 27 | 0.1% | |
| -0.4992142309 | 26 | 0.1% | |
| -0.4994654445 | 26 | 0.1% | |
| -0.5006901107 | 25 | 0.1% | |
| -0.4992613334 | 24 | 0.1% | |
| Other values (18486) | 36975 | 93.1% |
| Value | Count | Frequency (%) | |
| -0.543113805 | 1 | < 0.1% | |
| -0.5430510016 | 1 | < 0.1% | |
| -0.5428939931 | 1 | < 0.1% | |
| -0.5428311897 | 1 | < 0.1% | |
| -0.5427212838 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.2353168 | 430 | 1.1% | |
| 3.330055395 | 1 | < 0.1% | |
| 3.326292424 | 1 | < 0.1% | |
| 3.325858034 | 1 | < 0.1% | |
| 3.325748128 | 1 | < 0.1% |
| Distinct count | 2950 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.012253949e-15 |
|---|---|
| Minimum | -0.0721703018 |
| Maximum | 35.25368631 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.0721703018 |
|---|---|
| 5-th percentile | -0.0721703018 |
| Q1 | -0.0721703018 |
| median | -0.0721703018 |
| Q3 | -0.0721703018 |
| 95-th percentile | -0.04990376753 |
| Maximum | 35.25368631 |
| Range | 35.32585662 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 9.879068289e+14 |
| Kurtosis | 479.987611 |
| Mean | 1.012253949e-15 |
| Median Absolute Deviation (MAD) | 0.1373020434 |
| Skewness | 20.28905516 |
| Sum | 1.421085472e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.0721703018 | 31917 | 80.4% | |
| -0.06382035145 | 85 | 0.2% | |
| -0.0554704011 | 78 | 0.2% | |
| -0.06799532662 | 67 | 0.2% | |
| -0.06660366823 | 66 | 0.2% | |
| -0.07077864341 | 49 | 0.1% | |
| -0.06103703467 | 48 | 0.1% | |
| -0.06938698502 | 46 | 0.1% | |
| -0.07065212901 | 44 | 0.1% | |
| -0.07088569405 | 39 | 0.1% | |
| Other values (2940) | 7281 | 18.3% |
| Value | Count | Frequency (%) | |
| -0.0721703018 | 31917 | 80.4% | |
| -0.07206115212 | 1 | < 0.1% | |
| -0.07206043403 | 1 | < 0.1% | |
| -0.07205351928 | 1 | < 0.1% | |
| -0.07205015863 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35.25368631 | 1 | < 0.1% | |
| 34.00476813 | 1 | < 0.1% | |
| 33.07795121 | 1 | < 0.1% | |
| 30.43257147 | 1 | < 0.1% | |
| 29.34317845 | 1 | < 0.1% |
BUREAU_CREDIT_TYPE_Car_loan
Real number (ℝ)
| Distinct count | 59 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.874258833e-15 |
|---|---|
| Minimum | -0.1813240614 |
| Maximum | 12.47665275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1813240614 |
|---|---|
| 5-th percentile | -0.1813240614 |
| Q1 | -0.1813240614 |
| median | -0.1813240614 |
| Q3 | -0.1813240614 |
| 95-th percentile | 0.7923664623 |
| Maximum | 12.47665275 |
| Range | 12.65797681 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -5.335509541e+14 |
| Kurtosis | 83.92159567 |
| Mean | -1.874258833e-15 |
| Median Absolute Deviation (MAD) | 0.342214928 |
| Skewness | 8.283194969 |
| Sum | 1.435296326e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1813240614 | 37482 | 94.4% | |
| 4.038001541 | 235 | 0.6% | |
| 2.983170141 | 225 | 0.6% | |
| 2.3502713 | 202 | 0.5% | |
| 1.62695834 | 185 | 0.5% | |
| 6.147664343 | 185 | 0.5% | |
| 1.92833874 | 167 | 0.4% | |
| 1.40092304 | 137 | 0.3% | |
| 12.47665275 | 119 | 0.3% | |
| 1.225117806 | 102 | 0.3% | |
| Other values (49) | 681 | 1.7% |
| Value | Count | Frequency (%) | |
| -0.1813240614 | 37482 | 94.4% | |
| 0.1803324188 | 1 | < 0.1% | |
| 0.2142377138 | 1 | < 0.1% | |
| 0.2551578975 | 2 | < 0.1% | |
| 0.2707465389 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.47665275 | 119 | 0.3% | |
| 10.36698995 | 1 | < 0.1% | |
| 9.312158545 | 4 | < 0.1% | |
| 8.257327144 | 28 | 0.1% | |
| 7.413462023 | 3 | < 0.1% |
CREDIT_CNT_DRAWINGS_POS_CURRENT
Real number (ℝ)
| Distinct count | 1830 |
|---|---|
| Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.10101373e-16 |
|---|---|
| Minimum | -0.1984170216 |
| Maximum | 31.01021427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1984170216 |
|---|---|
| 5-th percentile | -0.1984170216 |
| Q1 | -0.1984170216 |
| median | -0.1984170216 |
| Q3 | -0.1984170216 |
| 95-th percentile | 0.889070675 |
| Maximum | 31.01021427 |
| Range | 31.20863129 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.639092506e+15 |
| Kurtosis | 160.0718253 |
| Mean | 6.10101373e-16 |
| Median Absolute Deviation (MAD) | 0.354927111 |
| Skewness | 10.05887503 |
| Sum | -1.605826583e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1984170216 | 34429 | 86.7% | |
| 0.2320468583 | 86 | 0.2% | |
| 0.6625107382 | 59 | 0.1% | |
| 0.01681491835 | 58 | 0.1% | |
| -0.05492906163 | 51 | 0.1% | |
| -0.1369221816 | 49 | 0.1% | |
| 1.092974618 | 45 | 0.1% | |
| 0.4472787982 | 43 | 0.1% | |
| -0.1266730416 | 43 | 0.1% | |
| -0.1123242456 | 40 | 0.1% | |
| Other values (1820) | 4817 | 12.1% |
| Value | Count | Frequency (%) | |
| -0.1984170216 | 34429 | 86.7% | |
| -0.1945037136 | 1 | < 0.1% | |
| -0.1942377606 | 1 | < 0.1% | |
| -0.1939330228 | 29 | 0.1% | |
| -0.1938858229 | 15 | < 0.1% |
| Value | Count | Frequency (%) | |
| 31.01021427 | 1 | < 0.1% | |
| 27.78173517 | 1 | < 0.1% | |
| 26.11368764 | 1 | < 0.1% | |
| 25.66528776 | 1 | < 0.1% | |
| 24.23040816 | 1 | < 0.1% |
BUREAU_CREDIT_ACTIVE_Sold
Real number (ℝ)
| Distinct count | 47 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.191692487e-15 |
|---|---|
| Minimum | -0.09569690065 |
| Maximum | 23.55667768 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.09569690065 |
|---|---|
| 5-th percentile | -0.09569690065 |
| Q1 | -0.09569690065 |
| median | -0.09569690065 |
| Q3 | -0.09569690065 |
| 95-th percentile | -0.09569690065 |
| Maximum | 23.55667768 |
| Range | 23.65237458 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 8.391532205e+14 |
| Kurtosis | 343.1214149 |
| Mean | 1.191692487e-15 |
| Median Absolute Deviation (MAD) | 0.1877702329 |
| Skewness | 16.78211279 |
| Sum | -1.726618848e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.09569690065 | 38968 | 98.1% | |
| 4.634778016 | 59 | 0.1% | |
| 7.788427961 | 57 | 0.1% | |
| 2.53234472 | 54 | 0.1% | |
| 2.860849922 | 52 | 0.1% | |
| 5.817396745 | 51 | 0.1% | |
| 11.73049039 | 48 | 0.1% | |
| 3.283213754 | 45 | 0.1% | |
| 3.84636553 | 43 | 0.1% | |
| 23.55667768 | 40 | 0.1% | |
| Other values (37) | 303 | 0.8% |
| Value | Count | Frequency (%) | |
| -0.09569690065 | 38968 | 98.1% | |
| 0.4543583222 | 1 | < 0.1% | |
| 0.5107742425 | 1 | < 0.1% | |
| 0.6434398051 | 2 | < 0.1% | |
| 0.6672829246 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 23.55667768 | 40 | 0.1% | |
| 15.67255282 | 2 | < 0.1% | |
| 14.09572785 | 1 | < 0.1% | |
| 11.73049039 | 48 | 0.1% | |
| 9.365252933 | 4 | < 0.1% |
| Distinct count | 527 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.925575046e-16 |
|---|---|
| Minimum | -0.02181837894 |
| Maximum | 140.6225352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.02181837894 |
|---|---|
| 5-th percentile | -0.02181837894 |
| Q1 | -0.02181837894 |
| median | -0.02181837894 |
| Q3 | -0.02181837894 |
| 95-th percentile | -0.02181837894 |
| Maximum | 140.6225352 |
| Range | 140.6443536 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.120390096e+15 |
| Kurtosis | 11045.47902 |
| Mean | -8.925575046e-16 |
| Median Absolute Deviation (MAD) | 0.04322382269 |
| Skewness | 92.91046767 |
| Sum | 4.97379915e-14 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.02181837894 | 39071 | 98.4% | |
| -0.02164163321 | 9 | < 0.1% | |
| -0.01969743019 | 7 | < 0.1% | |
| -0.02155326034 | 6 | < 0.1% | |
| -0.019167193 | 6 | < 0.1% | |
| -0.01863695581 | 5 | < 0.1% | |
| -0.02160628406 | 5 | < 0.1% | |
| -0.02170054845 | 5 | < 0.1% | |
| -0.02128814175 | 5 | < 0.1% | |
| -0.02146488748 | 5 | < 0.1% | |
| Other values (517) | 596 | 1.5% |
| Value | Count | Frequency (%) | |
| -0.02181837894 | 39071 | 98.4% | |
| -0.02177595996 | 1 | < 0.1% | |
| -0.0217594637 | 2 | < 0.1% | |
| -0.02174263077 | 1 | < 0.1% | |
| -0.02173680399 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 140.6225352 | 1 | < 0.1% | |
| 63.84631138 | 1 | < 0.1% | |
| 60.40374644 | 1 | < 0.1% | |
| 55.85962434 | 1 | < 0.1% | |
| 37.56240449 | 1 | < 0.1% |
FLAG_DOCUMENT_13
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.04738899384 | |
|---|---|
| 21.10194623 | 89 |
| Value | Count | Frequency (%) | |
| -0.04738899384 | 39631 | 99.8% | |
| 21.10194623 | 89 | 0.2% |
FLAG_WORK_PHONE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.5276006635 | |
|---|---|
| 1.895372901 |
| Value | Count | Frequency (%) | |
| -0.5276006635 | 31071 | 78.2% | |
| 1.895372901 | 8649 | 21.8% |
PREV_NAME_SELLER_INDUSTRY_Consumer_electronics
Real number (ℝ)
| Distinct count | 196 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.50415705e-16 |
|---|---|
| Minimum | -0.8279163258 |
| Maximum | 2.166962487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.8279163258 |
|---|---|
| 5-th percentile | -0.8279163258 |
| Q1 | -0.8279163258 |
| median | -0.3671657393 |
| Q3 | 0.6695230804 |
| 95-th percentile | 2.166962487 |
| Maximum | 2.166962487 |
| Range | 2.994878812 |
| Interquartile range (IQR) | 1.497439406 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.816831495e+15 |
| Kurtosis | -0.08026127994 |
| Mean | 5.50415705e-16 |
| Median Absolute Deviation (MAD) | 0.8226553234 |
| Skewness | 1.070530059 |
| Sum | -1.634248292e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8279163258 | 16846 | 42.4% | |
| 2.166962487 | 4533 | 11.4% | |
| 0.6695230804 | 3392 | 8.5% | |
| 0.1703766117 | 2476 | 6.2% | |
| -0.07919662269 | 1779 | 4.5% | |
| -0.2289405633 | 1302 | 3.3% | |
| 1.168669549 | 1133 | 2.9% | |
| -0.3287698571 | 954 | 2.4% | |
| -0.4000764954 | 697 | 1.8% | |
| 0.3700351992 | 690 | 1.7% | |
| Other values (186) | 5918 | 14.9% |
| Value | Count | Frequency (%) | |
| -0.8279163258 | 16846 | 42.4% | |
| -0.772455607 | 1 | < 0.1% | |
| -0.7680187495 | 1 | < 0.1% | |
| -0.7613634633 | 1 | < 0.1% | |
| -0.7548705011 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.166962487 | 4533 | 11.4% | |
| 2.030831632 | 1 | < 0.1% | |
| 1.979782561 | 1 | < 0.1% | |
| 1.936587193 | 4 | < 0.1% | |
| 1.917389252 | 1 | < 0.1% |
FLAG_DOCUMENT_8
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.2883482604 | |
|---|---|
| 3.468028552 | 3049 |
| Value | Count | Frequency (%) | |
| -0.2883482604 | 36671 | 92.3% | |
| 3.468028552 | 3049 | 7.7% |
CREDIT_INCOME_RATIO
Real number (ℝ)
| Distinct count | 13159 |
|---|---|
| Unique (%) | 33.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.473281606e-16 |
|---|---|
| Minimum | -1.47107003 |
| Maximum | 30.21635471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.47107003 |
|---|---|
| 5-th percentile | -1.08801656 |
| Q1 | -0.6930195235 |
| median | -0.2443868896 |
| Q3 | 0.4212708015 |
| 95-th percentile | 1.887272208 |
| Maximum | 30.21635471 |
| Range | 31.68742474 |
| Interquartile range (IQR) | 1.114290325 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.787654064e+15 |
| Kurtosis | 28.62314737 |
| Mean | -1.473281606e-16 |
| Median Absolute Deviation (MAD) | 0.7347236558 |
| Skewness | 2.568389101 |
| Sum | -5.940137271e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7249235587 | 624 | 1.6% | |
| -0.3509513658 | 460 | 1.2% | |
| -0.5379374623 | 417 | 1.0% | |
| 0.3969930199 | 402 | 1.0% | |
| -0.2262939682 | 401 | 1.0% | |
| 0.02302082704 | 302 | 0.8% | |
| -1.098895752 | 241 | 0.6% | |
| -0.8495809563 | 232 | 0.6% | |
| -0.4043759648 | 209 | 0.5% | |
| -0.9742383539 | 198 | 0.5% | |
| Other values (13149) | 36234 | 91.2% |
| Value | Count | Frequency (%) | |
| -1.47107003 | 1 | < 0.1% | |
| -1.444374825 | 1 | < 0.1% | |
| -1.410539246 | 1 | < 0.1% | |
| -1.409367466 | 1 | < 0.1% | |
| -1.40407576 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 30.21635471 | 1 | < 0.1% | |
| 13.48601977 | 1 | < 0.1% | |
| 12.24903482 | 1 | < 0.1% | |
| 11.58499446 | 1 | < 0.1% | |
| 11.23190238 | 1 | < 0.1% |
CREDIT_CNT_INSTALMENT_MATURE_CUM
Real number (ℝ)
| Distinct count | 3346 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.001253108e-16 |
|---|---|
| Minimum | -0.3405633425 |
| Maximum | 7.703538848 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3405633425 |
|---|---|
| 5-th percentile | -0.3405633425 |
| Q1 | -0.3405633425 |
| median | -0.3405633425 |
| Q3 | -0.3405633425 |
| 95-th percentile | 2.129923043 |
| Maximum | 7.703538848 |
| Range | 8.044102191 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.428333718e+15 |
| Kurtosis | 14.8054117 |
| Mean | -7.001253108e-16 |
| Median Absolute Deviation (MAD) | 0.5454532821 |
| Skewness | 3.77497217 |
| Sum | -2.337685601e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3405633425 | 31185 | 78.5% | |
| -0.07473414786 | 246 | 0.6% | |
| 0.045381266 | 180 | 0.5% | |
| -0.1338073022 | 176 | 0.4% | |
| -0.03042928209 | 172 | 0.4% | |
| -0.01492257907 | 172 | 0.4% | |
| 0.03159752998 | 157 | 0.4% | |
| 0.09362434206 | 135 | 0.3% | |
| 0.1060297045 | 133 | 0.3% | |
| 0.1556511541 | 115 | 0.3% | |
| Other values (3336) | 7049 | 17.7% |
| Value | Count | Frequency (%) | |
| -0.3405633425 | 31185 | 78.5% | |
| -0.3349245414 | 1 | < 0.1% | |
| -0.3343606613 | 1 | < 0.1% | |
| -0.331020756 | 1 | < 0.1% | |
| -0.3302255405 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.703538848 | 1 | < 0.1% | |
| 7.676402118 | 1 | < 0.1% | |
| 7.486445006 | 1 | < 0.1% | |
| 7.448970474 | 1 | < 0.1% | |
| 7.376877907 | 1 | < 0.1% |
FLAG_DOCUMENT_18
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.08664939055 | |
|---|---|
| 11.54076207 | 296 |
| Value | Count | Frequency (%) | |
| -0.08664939055 | 39424 | 99.3% | |
| 11.54076207 | 296 | 0.7% |
POS_NAME_CONTRACT_STATUS_Completed
Real number (ℝ)
| Distinct count | 756 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.365753208e-16 |
|---|---|
| Minimum | -1.203990303 |
| Maximum | 14.08489159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.203990303 |
|---|---|
| 5-th percentile | -1.203990303 |
| Q1 | -0.5669535572 |
| median | -0.03912311087 |
| Q3 | 0.4053656861 |
| 95-th percentile | 1.494047679 |
| Maximum | 14.08489159 |
| Range | 15.28888189 |
| Interquartile range (IQR) | 0.9723192433 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -7.32205923e+15 |
| Kurtosis | 28.05697194 |
| Mean | -1.365753208e-16 |
| Median Absolute Deviation (MAD) | 0.6741077101 |
| Skewness | 3.126680466 |
| Sum | -2.188471626e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.203990303 | 6731 | 16.9% | |
| -0.02792246479 | 2047 | 5.2% | |
| 0.9801356821 | 1980 | 5.0% | |
| 0.1859080512 | 1771 | 4.5% | |
| 0.07008318838 | 1281 | 3.2% | |
| 0.3248978866 | 1275 | 3.2% | |
| 0.707119934 | 1260 | 3.2% | |
| 0.4947743521 | 1171 | 2.9% | |
| -0.1119273104 | 884 | 2.2% | |
| 1.34415668 | 846 | 2.1% | |
| Other values (746) | 20474 | 51.5% |
| Value | Count | Frequency (%) | |
| -1.203990303 | 6731 | 16.9% | |
| -1.087281281 | 1 | < 0.1% | |
| -1.062426582 | 1 | < 0.1% | |
| -1.052615235 | 1 | < 0.1% | |
| -1.046372964 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.08489159 | 20 | 0.1% | |
| 9.170608125 | 1 | < 0.1% | |
| 9.055654126 | 2 | < 0.1% | |
| 8.854484628 | 1 | < 0.1% | |
| 8.812863352 | 1 | < 0.1% |
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.297685489e-15 |
|---|---|
| Minimum | -0.02372716832 |
| Maximum | 75.91695522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.02372716832 |
|---|---|
| 5-th percentile | -0.02372716832 |
| Q1 | -0.02372716832 |
| median | -0.02372716832 |
| Q3 | -0.02372716832 |
| 95-th percentile | -0.02372716832 |
| Maximum | 75.91695522 |
| Range | 75.94068239 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -7.706124456e+14 |
| Kurtosis | 3823.890978 |
| Mean | -1.297685489e-15 |
| Median Absolute Deviation (MAD) | 0.0474077425 |
| Skewness | 57.41408469 |
| Sum | 5.400124792e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.02372716832 | 39681 | 99.9% | |
| 25.28983363 | 7 | < 0.1% | |
| 75.91695522 | 4 | < 0.1% | |
| 18.96144343 | 4 | < 0.1% | |
| 37.94661403 | 4 | < 0.1% | |
| 9.46885813 | 3 | < 0.1% | |
| 12.63305323 | 3 | < 0.1% | |
| 15.16440931 | 2 | < 0.1% | |
| 4.195199631 | 2 | < 0.1% | |
| 1.382581765 | 1 | < 0.1% | |
| Other values (9) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| -0.02372716832 | 39681 | 99.9% | |
| 1.382581765 | 1 | < 0.1% | |
| 4.195199631 | 2 | < 0.1% | |
| 4.443371796 | 1 | < 0.1% | |
| 5.038984991 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 75.91695522 | 4 | < 0.1% | |
| 50.60339442 | 1 | < 0.1% | |
| 37.94661403 | 4 | < 0.1% | |
| 28.45402873 | 1 | < 0.1% | |
| 25.28983363 | 7 | < 0.1% |
DAYS_EMPLOYED
Real number (ℝ)
| Distinct count | 6981 |
|---|---|
| Unique (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.084603051e-17 |
|---|---|
| Minimum | -0.8521198611 |
| Maximum | 6.975471677 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.8521198611 |
|---|---|
| 5-th percentile | -0.8521198611 |
| Q1 | -0.6920327738 |
| median | -0.3142081899 |
| Q3 | 0.3275695082 |
| 95-th percentile | 2.003767073 |
| Maximum | 6.975471677 |
| Range | 7.827591538 |
| Interquartile range (IQR) | 1.019602282 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.79713674e+16 |
| Kurtosis | 6.24705072 |
| Mean | -2.084603051e-17 |
| Median Absolute Deviation (MAD) | 0.7130202159 |
| Skewness | 2.19203675 |
| Sum | 1.534772309e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8521198611 | 6101 | 15.4% | |
| -0.7511125322 | 29 | 0.1% | |
| -0.5452862771 | 28 | 0.1% | |
| -0.7568299282 | 28 | 0.1% | |
| -0.7592121765 | 28 | 0.1% | |
| -0.7434893376 | 26 | 0.1% | |
| -0.7406306396 | 26 | 0.1% | |
| -0.7501596329 | 26 | 0.1% | |
| -0.7534947805 | 25 | 0.1% | |
| -0.724431351 | 25 | 0.1% | |
| Other values (6971) | 33378 | 84.0% |
| Value | Count | Frequency (%) | |
| -0.8521198611 | 6101 | 15.4% | |
| -0.8511669617 | 1 | < 0.1% | |
| -0.8506905121 | 1 | < 0.1% | |
| -0.8502140624 | 2 | < 0.1% | |
| -0.8487847134 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.975471677 | 1 | < 0.1% | |
| 6.94259665 | 1 | < 0.1% | |
| 6.941643751 | 1 | < 0.1% | |
| 6.936879254 | 1 | < 0.1% | |
| 6.803949798 | 1 | < 0.1% |
CREDIT_AMT_INST_MIN_REGULARITY
Real number (ℝ)
| Distinct count | 8329 |
|---|---|
| Unique (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.59044251e-16 |
|---|---|
| Minimum | -0.3447430775 |
| Maximum | 10.69865312 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3447430775 |
|---|---|
| 5-th percentile | -0.3447430775 |
| Q1 | -0.3447430775 |
| median | -0.3447430775 |
| Q3 | -0.3447430775 |
| 95-th percentile | 1.87412382 |
| Maximum | 10.69865312 |
| Range | 11.0433962 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.788789683e+15 |
| Kurtosis | 24.43259309 |
| Mean | -5.59044251e-16 |
| Median Absolute Deviation (MAD) | 0.5539779847 |
| Skewness | 4.401941544 |
| Sum | 5.648814749e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3447430775 | 31210 | 78.6% | |
| 0.07817883546 | 13 | < 0.1% | |
| 0.1083875435 | 13 | < 0.1% | |
| -0.02755164279 | 12 | < 0.1% | |
| -0.133282121 | 11 | < 0.1% | |
| -0.2178665036 | 11 | < 0.1% | |
| 1.558405531 | 10 | < 0.1% | |
| 0.01776141932 | 10 | < 0.1% | |
| 0.03588664416 | 9 | < 0.1% | |
| 0.1839093137 | 9 | < 0.1% | |
| Other values (8319) | 8412 | 21.2% |
| Value | Count | Frequency (%) | |
| -0.3447430775 | 31210 | 78.6% | |
| -0.3447194203 | 1 | < 0.1% | |
| -0.3445927356 | 1 | < 0.1% | |
| -0.3444872098 | 1 | < 0.1% | |
| -0.3444676886 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.69865312 | 1 | < 0.1% | |
| 10.55521137 | 1 | < 0.1% | |
| 10.3693676 | 1 | < 0.1% | |
| 10.31127145 | 1 | < 0.1% | |
| 10.27108858 | 1 | < 0.1% |
PREV_NAME_YIELD_GROUP_XNA
Real number (ℝ)
| Distinct count | 239 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.453056221e-16 |
|---|---|
| Minimum | -0.9285987679 |
| Maximum | 3.051106077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.9285987679 |
|---|---|
| 5-th percentile | -0.9285987679 |
| Q1 | -0.9285987679 |
| median | -0.1326577988 |
| Q3 | 0.7769890229 |
| 95-th percentile | 1.724537796 |
| Maximum | 3.051106077 |
| Range | 3.979704845 |
| Interquartile range (IQR) | 1.705587791 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.076598734e+15 |
| Kurtosis | -0.5048668281 |
| Mean | -2.453056221e-16 |
| Median Absolute Deviation (MAD) | 0.8702707848 |
| Skewness | 0.7062326279 |
| Sum | -1.904254532e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9285987679 | 17539 | 44.2% | |
| 1.061253655 | 4104 | 10.3% | |
| 0.3979695138 | 3088 | 7.8% | |
| 0.06632744341 | 1914 | 4.8% | |
| 1.724537796 | 1354 | 3.4% | |
| -0.1326577988 | 1174 | 3.0% | |
| 0.6632831702 | 1169 | 2.9% | |
| -0.265314627 | 779 | 2.0% | |
| 1.459224139 | 740 | 1.9% | |
| 0.2084597593 | 528 | 1.3% | |
| Other values (229) | 7331 | 18.5% |
| Value | Count | Frequency (%) | |
| -0.9285987679 | 17539 | 44.2% | |
| -0.786466452 | 1 | < 0.1% | |
| -0.7755331969 | 1 | < 0.1% | |
| -0.7627777327 | 1 | < 0.1% | |
| -0.7555681224 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.051106077 | 361 | 0.9% | |
| 2.918449249 | 1 | < 0.1% | |
| 2.861596323 | 1 | < 0.1% | |
| 2.785792421 | 2 | < 0.1% | |
| 2.719464007 | 4 | < 0.1% |
FLAG_DOCUMENT_16
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.0919487152 | |
|---|---|
| 10.87562776 | 333 |
| Value | Count | Frequency (%) | |
| -0.0919487152 | 39387 | 99.2% | |
| 10.87562776 | 333 | 0.8% |
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.581070206e-16 |
|---|---|
| Minimum | -0.0374080933 |
| Maximum | 33.30628897 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.0374080933 |
|---|---|
| 5-th percentile | -0.0374080933 |
| Q1 | -0.0374080933 |
| median | -0.0374080933 |
| Q3 | -0.0374080933 |
| 95-th percentile | -0.0374080933 |
| Maximum | 33.30628897 |
| Range | 33.34369706 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -2.792496463e+15 |
| Kurtosis | 730.444445 |
| Mean | -3.581070206e-16 |
| Median Absolute Deviation (MAD) | 0.07471070557 |
| Skewness | 26.93912159 |
| Sum | -3.97903932e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.0374080933 | 39664 | 99.9% | |
| 24.78512194 | 4 | < 0.1% | |
| 23.23371382 | 4 | < 0.1% | |
| 23.72884407 | 4 | < 0.1% | |
| 28.9759387 | 4 | < 0.1% | |
| 26.24527077 | 3 | < 0.1% | |
| 23.47867299 | 3 | < 0.1% | |
| 30.15215546 | 3 | < 0.1% | |
| 27.20683219 | 3 | < 0.1% | |
| 29.74962795 | 2 | < 0.1% | |
| Other values (16) | 26 | 0.1% |
| Value | Count | Frequency (%) | |
| -0.0374080933 | 39664 | 99.9% | |
| 23.23371382 | 4 | < 0.1% | |
| 23.47867299 | 3 | < 0.1% | |
| 23.72884407 | 4 | < 0.1% | |
| 23.98439517 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33.30628897 | 1 | < 0.1% | |
| 30.99075445 | 1 | < 0.1% | |
| 30.56571113 | 1 | < 0.1% | |
| 30.15215546 | 3 | < 0.1% | |
| 29.74962795 | 2 | < 0.1% |
DAYS_ID_PUBLISH
Real number (ℝ)
| Distinct count | 5658 |
|---|---|
| Unique (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.111452879e-16 |
|---|---|
| Minimum | -1.88504927 |
| Maximum | 2.228676889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.88504927 |
|---|---|
| 5-th percentile | -1.668364572 |
| Q1 | -0.869257671 |
| median | 0.1077933304 |
| Q3 | 0.8858883819 |
| 95-th percentile | 1.34683583 |
| Maximum | 2.228676889 |
| Range | 4.113726158 |
| Interquartile range (IQR) | 1.755146053 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -8.997345792e+15 |
| Kurtosis | -1.181091229 |
| Mean | -1.111452879e-16 |
| Median Absolute Deviation (MAD) | 0.8744451122 |
| Skewness | -0.2433577163 |
| Sum | -4.817479748e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.8359852394 | 25 | 0.1% | |
| 0.7624437661 | 25 | 0.1% | |
| 0.9462974492 | 24 | 0.1% | |
| 0.8688162542 | 24 | 0.1% | |
| 0.9285687012 | 24 | 0.1% | |
| 1.14787988 | 24 | 0.1% | |
| 0.7854254765 | 24 | 0.1% | |
| 0.7703232097 | 24 | 0.1% | |
| 0.8267925552 | 24 | 0.1% | |
| 0.7479981196 | 23 | 0.1% | |
| Other values (5648) | 39479 | 99.4% |
| Value | Count | Frequency (%) | |
| -1.88504927 | 3 | < 0.1% | |
| -1.88439265 | 7 | < 0.1% | |
| -1.883736029 | 13 | < 0.1% | |
| -1.883079409 | 5 | < 0.1% | |
| -1.882422789 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.228676889 | 1 | < 0.1% | |
| 2.201098836 | 1 | < 0.1% | |
| 2.199128975 | 1 | < 0.1% | |
| 2.190592911 | 1 | < 0.1% | |
| 2.18796643 | 1 | < 0.1% |
BUREAU_DAYS_CREDIT_ENDDATE
Real number (ℝ)
| Distinct count | 22605 |
|---|---|
| Unique (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.433227488e-16 |
|---|---|
| Minimum | -6.368956147 |
| Maximum | 9.181095069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -6.368956147 |
|---|---|
| 5-th percentile | -0.6390600846 |
| Q1 | -0.3682845843 |
| median | -0.2228457281 |
| Q3 | -0.06938889561 |
| 95-th percentile | 1.588439237 |
| Maximum | 9.181095069 |
| Range | 15.55005122 |
| Interquartile range (IQR) | 0.2988956887 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -6.97734726e+15 |
| Kurtosis | 34.39020076 |
| Mean | -1.433227488e-16 |
| Median Absolute Deviation (MAD) | 0.5001845859 |
| Skewness | 5.086332413 |
| Sum | 8.526512829e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2228457281 | 6652 | 16.7% | |
| -0.1417616819 | 16 | < 0.1% | |
| -0.2376156845 | 13 | < 0.1% | |
| -0.2590170498 | 13 | < 0.1% | |
| -0.1492973739 | 13 | < 0.1% | |
| -0.1526130784 | 13 | < 0.1% | |
| -0.2153100361 | 13 | < 0.1% | |
| -0.2584141945 | 13 | < 0.1% | |
| -0.1505030846 | 12 | < 0.1% | |
| -0.2198314513 | 12 | < 0.1% | |
| Other values (22595) | 32950 | 83.0% |
| Value | Count | Frequency (%) | |
| -6.368956147 | 1 | < 0.1% | |
| -4.876688174 | 1 | < 0.1% | |
| -4.040457453 | 1 | < 0.1% | |
| -3.408559534 | 1 | < 0.1% | |
| -3.385198888 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.181095069 | 1 | < 0.1% | |
| 9.178985076 | 1 | < 0.1% | |
| 9.178683648 | 1 | < 0.1% | |
| 9.178080793 | 1 | < 0.1% | |
| 9.169037962 | 1 | < 0.1% |
NAME_HOUSING_TYPE
Real number (ℝ)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.238771624e-16 |
|---|---|
| Minimum | -0.2144606399 |
| Maximum | 0.1187795583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.2144606399 |
|---|---|
| 5-th percentile | -0.2137305384 |
| Q1 | 0.01426996396 |
| median | 0.01426996396 |
| Q3 | 0.01426996396 |
| 95-th percentile | 0.01426996396 |
| Maximum | 0.1187795583 |
| Range | 0.3332401982 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06600490704 |
|---|---|
| Coefficient of variation (CV) | -5.328254679e+14 |
| Kurtosis | 6.100834952 |
| Mean | -1.238771624e-16 |
| Median Absolute Deviation (MAD) | 0.03443984963 |
| Skewness | -2.448723833 |
| Sum | -5.933031844e-13 |
| Variance | 0.004356647754 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.01426996396 | 34641 | 87.2% | |
| -0.2137305384 | 2339 | 5.9% | |
| 0.1187795583 | 1497 | 3.8% | |
| -0.2144606399 | 790 | 2.0% | |
| -0.04675967702 | 313 | 0.8% | |
| 0.08454709442 | 140 | 0.4% |
| Value | Count | Frequency (%) | |
| -0.2144606399 | 790 | 2.0% | |
| -0.2137305384 | 2339 | 5.9% | |
| -0.04675967702 | 313 | 0.8% | |
| 0.01426996396 | 34641 | 87.2% | |
| 0.08454709442 | 140 | 0.4% |
| Value | Count | Frequency (%) | |
| 0.1187795583 | 1497 | 3.8% | |
| 0.08454709442 | 140 | 0.4% | |
| 0.01426996396 | 34641 | 87.2% | |
| -0.04675967702 | 313 | 0.8% | |
| -0.2137305384 | 2339 | 5.9% |
CREDIT_AMT_DRAWINGS_POS_CURRENT
Real number (ℝ)
| Distinct count | 5261 |
|---|---|
| Unique (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.634326835e-15 |
|---|---|
| Minimum | -0.1826288426 |
| Maximum | 61.41896466 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1826288426 |
|---|---|
| 5-th percentile | -0.1826288426 |
| Q1 | -0.1826288426 |
| median | -0.1826288426 |
| Q3 | -0.1826288426 |
| 95-th percentile | 0.93558402 |
| Maximum | 61.41896466 |
| Range | 61.6015935 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 6.118804188e+14 |
| Kurtosis | 716.2748148 |
| Mean | 1.634326835e-15 |
| Median Absolute Deviation (MAD) | 0.3246643344 |
| Skewness | 19.22174203 |
| Sum | 9.094947018e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1826288426 | 34429 | 86.7% | |
| 0.2671961183 | 3 | < 0.1% | |
| -0.16335063 | 3 | < 0.1% | |
| -0.1736323434 | 3 | < 0.1% | |
| 0.6720385831 | 3 | < 0.1% | |
| -0.182160275 | 3 | < 0.1% | |
| 0.5670794255 | 2 | < 0.1% | |
| -0.1819862356 | 2 | < 0.1% | |
| 0.5663297173 | 2 | < 0.1% | |
| -0.1796300096 | 2 | < 0.1% | |
| Other values (5251) | 5268 | 13.3% |
| Value | Count | Frequency (%) | |
| -0.1826288426 | 34429 | 86.7% | |
| -0.1826260312 | 1 | < 0.1% | |
| -0.1825056093 | 1 | < 0.1% | |
| -0.1825024873 | 1 | < 0.1% | |
| -0.1824332666 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 61.41896466 | 1 | < 0.1% | |
| 42.7246316 | 1 | < 0.1% | |
| 41.62964149 | 1 | < 0.1% | |
| 33.55170782 | 1 | < 0.1% | |
| 32.34858024 | 1 | < 0.1% |
PREV_NAME_PORTFOLIO_Cards
Real number (ℝ)
| Distinct count | 142 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.559030658e-16 |
|---|---|
| Minimum | -0.5573212418 |
| Maximum | 6.305926637 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.5573212418 |
|---|---|
| 5-th percentile | -0.5573212418 |
| Q1 | -0.5573212418 |
| median | -0.5573212418 |
| Q3 | 0.3577784753 |
| 95-th percentile | 1.730428051 |
| Maximum | 6.305926637 |
| Range | 6.863247879 |
| Interquartile range (IQR) | 0.9150997172 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 2.809789194e+15 |
| Kurtosis | 8.630744786 |
| Mean | 3.559030658e-16 |
| Median Absolute Deviation (MAD) | 0.7350396114 |
| Skewness | 2.518015597 |
| Sum | 7.815970093e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.5573212418 | 25955 | 65.3% | |
| 1.158490728 | 1688 | 4.2% | |
| 1.730428051 | 1684 | 4.2% | |
| 0.8153283339 | 1575 | 4.0% | |
| 0.5865534046 | 1303 | 3.3% | |
| 2.874302697 | 1133 | 2.9% | |
| 0.4231427408 | 1046 | 2.6% | |
| 0.300584743 | 791 | 2.0% | |
| 0.2052618558 | 640 | 1.6% | |
| 0.129003546 | 519 | 1.3% | |
| Other values (132) | 3386 | 8.5% |
| Value | Count | Frequency (%) | |
| -0.5573212418 | 25955 | 65.3% | |
| -0.4048046223 | 1 | < 0.1% | |
| -0.3939105781 | 1 | < 0.1% | |
| -0.3899249521 | 1 | < 0.1% | |
| -0.3857400449 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.305926637 | 192 | 0.5% | |
| 5.39082692 | 1 | < 0.1% | |
| 5.325462654 | 1 | < 0.1% | |
| 5.16205199 | 3 | < 0.1% | |
| 4.933277061 | 3 | < 0.1% |
PREV_PRODUCT_COMBINATION_POS_household_with_interest
Real number (ℝ)
| Distinct count | 159 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.021662844e-16 |
|---|---|
| Minimum | -0.6632231785 |
| Maximum | 2.791487867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.6632231785 |
|---|---|
| 5-th percentile | -0.6632231785 |
| Q1 | -0.6632231785 |
| median | -0.6632231785 |
| Q3 | 0.4883471701 |
| 95-th percentile | 2.791487867 |
| Maximum | 2.791487867 |
| Range | 3.454711046 |
| Interquartile range (IQR) | 1.151570349 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.991397311e+15 |
| Kurtosis | 1.80120218 |
| Mean | 5.021662844e-16 |
| Median Absolute Deviation (MAD) | 0.7706138907 |
| Skewness | 1.644979793 |
| Sum | -9.947598301e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6632231785 | 21486 | 54.1% | |
| 2.791487867 | 2821 | 7.1% | |
| 1.064132344 | 2768 | 7.0% | |
| 0.4883471701 | 2218 | 5.6% | |
| 0.200454583 | 1632 | 4.1% | |
| 0.02771903067 | 1329 | 3.3% | |
| -0.0874380042 | 937 | 2.4% | |
| -0.1696930291 | 733 | 1.8% | |
| 1.639917519 | 675 | 1.7% | |
| -0.2313842978 | 521 | 1.3% | |
| Other values (149) | 4600 | 11.6% |
| Value | Count | Frequency (%) | |
| -0.6632231785 | 21486 | 54.1% | |
| -0.5992470481 | 1 | < 0.1% | |
| -0.5941289576 | 1 | < 0.1% | |
| -0.586451822 | 1 | < 0.1% | |
| -0.5847070184 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.791487867 | 2821 | 7.1% | |
| 2.525740864 | 2 | < 0.1% | |
| 2.477423227 | 1 | < 0.1% | |
| 2.446016763 | 1 | < 0.1% | |
| 2.407631085 | 2 | < 0.1% |
FLAG_DOCUMENT_4
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.008691053211 | |
|---|---|
| 115.0608535 | 3 |
| Value | Count | Frequency (%) | |
| -0.008691053211 | 39717 | > 99.9% | |
| 115.0608535 | 3 | < 0.1% |
FLAG_PHONE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| -0.5982493577 | |
|---|---|
| 1.671543792 |
| Value | Count | Frequency (%) | |
| -0.5982493577 | 29251 | 73.6% | |
| 1.671543792 | 10469 | 26.4% |
PREV_NAME_GOODS_CATEGORY_XNA
Real number (ℝ)
| Distinct count | 222 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.574292032e-16 |
|---|---|
| Minimum | -1.162337849 |
| Maximum | 1.632482857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -1.162337849 |
|---|---|
| 5-th percentile | -1.162337849 |
| Q1 | -1.162337849 |
| median | 0.2350725041 |
| Q3 | 0.9337776807 |
| 95-th percentile | 1.632482857 |
| Maximum | 1.632482857 |
| Range | 2.794820706 |
| Interquartile range (IQR) | 2.09611553 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -2.797792065e+15 |
| Kurtosis | -1.437263649 |
| Mean | -3.574292032e-16 |
| Median Absolute Deviation (MAD) | 0.895968792 |
| Skewness | 0.1045656938 |
| Sum | 1.982414233e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.162337849 | 13784 | 34.7% | |
| 0.2350725041 | 4223 | 10.6% | |
| 1.632482857 | 3118 | 7.8% | |
| 0.7008759551 | 2712 | 6.8% | |
| -0.230730947 | 2023 | 5.1% | |
| 0.9337776807 | 1684 | 4.2% | |
| 1.073518716 | 1156 | 2.9% | |
| 0.5145545747 | 985 | 2.5% | |
| -0.4636326725 | 922 | 2.3% | |
| 1.166679406 | 783 | 2.0% | |
| Other values (212) | 8330 | 21.0% |
| Value | Count | Frequency (%) | |
| -1.162337849 | 13784 | 34.7% | |
| -1.040823905 | 1 | < 0.1% | |
| -0.9760164687 | 2 | < 0.1% | |
| -0.9627077987 | 1 | < 0.1% | |
| -0.947351641 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.632482857 | 3118 | 7.8% | |
| 1.580726918 | 1 | < 0.1% | |
| 1.576586443 | 1 | < 0.1% | |
| 1.571725885 | 1 | < 0.1% | |
| 1.57037573 | 1 | < 0.1% |
PREV_AMT_GOODS_PRICE
Real number (ℝ)
| Distinct count | 31202 |
|---|---|
| Unique (%) | 78.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.819548106e-17 |
|---|---|
| Minimum | -0.9605937794 |
| Maximum | 16.06941258 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.9605937794 |
|---|---|
| 5-th percentile | -0.9605937794 |
| Q1 | -0.6160752302 |
| median | -0.319856516 |
| Q3 | 0.2663944585 |
| 95-th percentile | 1.924047634 |
| Maximum | 16.06941258 |
| Range | 17.03000636 |
| Interquartile range (IQR) | 0.8824696887 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 1.018389622e+16 |
| Kurtosis | 15.88292405 |
| Mean | 9.819548106e-17 |
| Median Absolute Deviation (MAD) | 0.6855222885 |
| Skewness | 2.904872965 |
| Sum | 2.50111043e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.9605937794 | 2041 | 5.1% | |
| -0.7173079743 | 168 | 0.4% | |
| 0.2558352463 | 154 | 0.4% | |
| -0.230736364 | 149 | 0.4% | |
| -0.4740221691 | 125 | 0.3% | |
| 1.472264272 | 114 | 0.3% | |
| 0.01254944118 | 89 | 0.2% | |
| -0.5956650717 | 79 | 0.2% | |
| 0.8640497592 | 76 | 0.2% | |
| -0.3523792666 | 70 | 0.2% | |
| Other values (31192) | 36655 | 92.3% |
| Value | Count | Frequency (%) | |
| -0.9605937794 | 2041 | 5.1% | |
| -0.9194784784 | 1 | < 0.1% | |
| -0.9143694765 | 1 | < 0.1% | |
| -0.9075574739 | 1 | < 0.1% | |
| -0.9026917578 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16.06941258 | 1 | < 0.1% | |
| 15.09626936 | 1 | < 0.1% | |
| 14.40460782 | 1 | < 0.1% | |
| 12.2984826 | 1 | < 0.1% | |
| 11.60917282 | 1 | < 0.1% |
PREV_CHANNEL_TYPE_Channel_of_corporate_sales
Real number (ℝ)
| Distinct count | 59 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.478575698e-16 |
|---|---|
| Minimum | -0.06547840604 |
| Maximum | 23.75169963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.06547840604 |
|---|---|
| 5-th percentile | -0.06547840604 |
| Q1 | -0.06547840604 |
| median | -0.06547840604 |
| Q3 | -0.06547840604 |
| 95-th percentile | -0.06547840604 |
| Maximum | 23.75169963 |
| Range | 23.81717804 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -4.034625972e+15 |
| Kurtosis | 371.765096 |
| Mean | -2.478575698e-16 |
| Median Absolute Deviation (MAD) | 0.1301556412 |
| Skewness | 18.39785345 |
| Sum | 9.379164112e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.06547840604 | 39477 | 99.4% | |
| 23.75169963 | 33 | 0.1% | |
| 11.84311061 | 28 | 0.1% | |
| 7.87358094 | 20 | 0.1% | |
| 5.888816104 | 18 | < 0.1% | |
| 4.697957202 | 14 | < 0.1% | |
| 3.904051267 | 13 | < 0.1% | |
| 15.81264029 | 11 | < 0.1% | |
| 17.79740512 | 9 | < 0.1% | |
| 3.3369756 | 9 | < 0.1% | |
| Other values (49) | 88 | 0.2% |
| Value | Count | Frequency (%) | |
| -0.06547840604 | 39477 | 99.4% | |
| 0.5299510449 | 1 | < 0.1% | |
| 1.017120596 | 1 | < 0.1% | |
| 1.18805728 | 1 | < 0.1% | |
| 1.335532067 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 23.75169963 | 33 | 0.1% | |
| 21.91960901 | 1 | < 0.1% | |
| 19.78216996 | 3 | < 0.1% | |
| 18.98826403 | 1 | < 0.1% | |
| 18.33870462 | 1 | < 0.1% |
CREDIT_AMT_RECEIVABLE_PRINCIPAL
Real number (ℝ)
| Distinct count | 8470 |
|---|---|
| Unique (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.509998858e-16 |
|---|---|
| Minimum | -0.3703679771 |
| Maximum | 11.54371621 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.3703679771 |
|---|---|
| 5-th percentile | -0.3340983355 |
| Q1 | -0.3340983355 |
| median | -0.3340983355 |
| Q3 | -0.3340983355 |
| 95-th percentile | 1.887407231 |
| Maximum | 11.54371621 |
| Range | 11.91408419 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.814905255e+15 |
| Kurtosis | 26.54598035 |
| Mean | -5.509998858e-16 |
| Median Absolute Deviation (MAD) | 0.5418441199 |
| Skewness | 4.572667123 |
| Sum | -7.727152251e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3340983355 | 31227 | 78.6% | |
| -0.2719218072 | 5 | < 0.1% | |
| -0.3133728261 | 4 | < 0.1% | |
| 0.2876669481 | 4 | < 0.1% | |
| -0.02321569373 | 3 | < 0.1% | |
| 0.9094322317 | 3 | < 0.1% | |
| -0.2304707883 | 2 | < 0.1% | |
| -0.3210085401 | 2 | < 0.1% | |
| -0.2243750502 | 2 | < 0.1% | |
| -0.2097452788 | 2 | < 0.1% | |
| Other values (8460) | 8466 | 21.3% |
| Value | Count | Frequency (%) | |
| -0.3703679771 | 1 | < 0.1% | |
| -0.3524995803 | 1 | < 0.1% | |
| -0.3341540768 | 1 | < 0.1% | |
| -0.3340983355 | 31227 | 78.6% | |
| -0.3340982837 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.54371621 | 1 | < 0.1% | |
| 10.96194591 | 1 | < 0.1% | |
| 10.79696245 | 1 | < 0.1% | |
| 10.76425947 | 1 | < 0.1% | |
| 10.56109473 | 1 | < 0.1% |
| Distinct count | 590 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.978101686e-15 |
|---|---|
| Minimum | -0.008260386157 |
| Maximum | 164.042676 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.008260386157 |
|---|---|
| 5-th percentile | -0.008260386157 |
| Q1 | -0.008260386157 |
| median | -0.008260386157 |
| Q3 | -0.008260386157 |
| 95-th percentile | -0.008260386157 |
| Maximum | 164.042676 |
| Range | 164.0509364 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 5.05541548e+14 |
| Kurtosis | 22347.2333 |
| Mean | 1.978101686e-15 |
| Median Absolute Deviation (MAD) | 0.01601283709 |
| Skewness | 147.5454886 |
| Sum | 1.207922651e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.008260386157 | 37889 | 95.4% | |
| -0.006955511447 | 97 | 0.2% | |
| -0.005650636736 | 69 | 0.2% | |
| -0.004345762025 | 62 | 0.2% | |
| -0.006941775923 | 44 | 0.1% | |
| -0.005623165689 | 29 | 0.1% | |
| -0.003040887314 | 28 | 0.1% | |
| -0.001736012604 | 27 | 0.1% | |
| -0.004304555455 | 21 | 0.1% | |
| 0.000873736818 | 18 | < 0.1% | |
| Other values (580) | 1436 | 3.6% |
| Value | Count | Frequency (%) | |
| -0.008260386157 | 37889 | 95.4% | |
| -0.007161544296 | 1 | < 0.1% | |
| -0.007151820031 | 1 | < 0.1% | |
| -0.007055886424 | 1 | < 0.1% | |
| -0.007007706435 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 164.042676 | 1 | < 0.1% | |
| 113.0768321 | 1 | < 0.1% | |
| 3.724725186 | 1 | < 0.1% | |
| 1.119151364 | 1 | < 0.1% | |
| 0.8429194252 | 1 | < 0.1% |
| Distinct count | 24339 |
|---|---|
| Unique (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.16894819e-16 |
|---|---|
| Minimum | -2.595208376 |
| Maximum | 80.74907958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -2.595208376 |
|---|---|
| 5-th percentile | -0.2787750942 |
| Q1 | -0.2787750942 |
| median | -0.2168644568 |
| Q3 | -0.01708684987 |
| 95-th percentile | 0.836023825 |
| Maximum | 80.74907958 |
| Range | 83.34428795 |
| Interquartile range (IQR) | 0.2616882443 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | -1.090651368e+15 |
| Kurtosis | 1994.246429 |
| Mean | -9.16894819e-16 |
| Median Absolute Deviation (MAD) | 0.3374796044 |
| Skewness | 31.41202488 |
| Sum | 1.520561455e-12 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.2787750942 | 14933 | 37.6% | |
| -0.2306770477 | 8 | < 0.1% | |
| 0.009813185114 | 6 | < 0.1% | |
| -0.2787702844 | 5 | < 0.1% | |
| -0.086382908 | 5 | < 0.1% | |
| -0.1184482724 | 4 | < 0.1% | |
| -0.1825790011 | 4 | < 0.1% | |
| -0.2787726893 | 4 | < 0.1% | |
| -0.2787654746 | 4 | < 0.1% | |
| -0.1344809546 | 4 | < 0.1% | |
| Other values (24329) | 24743 | 62.3% |
| Value | Count | Frequency (%) | |
| -2.595208376 | 1 | < 0.1% | |
| -0.4324714225 | 1 | < 0.1% | |
| -0.35404329 | 1 | < 0.1% | |
| -0.3342687926 | 1 | < 0.1% | |
| -0.3166630531 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 80.74907958 | 1 | < 0.1% | |
| 74.77238745 | 1 | < 0.1% | |
| 30.50125235 | 1 | < 0.1% | |
| 26.35781727 | 1 | < 0.1% | |
| 26.00573957 | 1 | < 0.1% |
PREV_CODE_REJECT_REASON_SCOFR
Real number (ℝ)
| Distinct count | 95 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.409315334e-15 |
|---|---|
| Minimum | -0.1629730389 |
| Maximum | 15.72605515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | -0.1629730389 |
|---|---|
| 5-th percentile | -0.1629730389 |
| Q1 | -0.1629730389 |
| median | -0.1629730389 |
| Q3 | -0.1629730389 |
| 95-th percentile | -0.1629730389 |
| Maximum | 15.72605515 |
| Range | 15.88902819 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.000012588 |
|---|---|
| Coefficient of variation (CV) | 4.150608989e+14 |
| Kurtosis | 69.15657022 |
| Mean | 2.409315334e-15 |
| Median Absolute Deviation (MAD) | 0.3138831188 |
| Skewness | 7.744533994 |
| Sum | 1.705302566e-13 |
| Variance | 1.000025177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1629730389 | 38250 | 96.3% | |
| 5.889990081 | 163 | 0.4% | |
| 4.376749301 | 129 | 0.3% | |
| 8.91647164 | 121 | 0.3% | |
| 3.468804833 | 118 | 0.3% | |
| 2.863508521 | 106 | 0.3% | |
| 2.431154012 | 90 | 0.2% | |
| 1.652915897 | 67 | 0.2% | |
| 2.106888131 | 66 | 0.2% | |
| 1.487835085 | 51 | 0.1% | |
| Other values (85) | 559 | 1.4% |
| Value | Count | Frequency (%) | |
| -0.1629730389 | 38250 | 96.3% | |
| 0.2693814696 | 1 | < 0.1% | |
| 0.290999195 | 2 | < 0.1% | |
| 0.3148924705 | 1 | < 0.1% | |
| 0.4044922535 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.72605515 | 1 | < 0.1% | |
| 14.96943476 | 2 | < 0.1% | |
| 14.69430007 | 1 | < 0.1% | |
| 14.59112457 | 1 | < 0.1% | |
| 14.36413845 | 1 | < 0.1% |
First rows
| EXT_SOURCE_2 | EXT_SOURCE_3 | NAME_EDUCATION_TYPE | POS_CNT_INSTALMENT_FUTURE | INSTA_AMT_PAYMENT | CODE_GENDER | PREV_CNT_PAYMENT | EXT_SOURCE_1 | FLAG_DOCUMENT_3 | FLAG_OWN_CAR | BUREAU_CREDIT_ACTIVE_Active | FLAG_EMP_PHONE | NAME_INCOME_TYPE | INSTA_AMT_INSTALMENT | POS_CNT_INSTALMENT | OCCUPATION_TYPE | PERCENT_EMPLOYED_TO_AGE | DAYS_BIRTH | NAME_FAMILY_STATUS | ORGANIZATION_TYPE | CREDIT_CNT_DRAWINGS_ATM_CURRENT | PREV_NAME_CLIENT_TYPE_New | BUREAU_CREDIT_CURRENCY_currency_1 | PREV_AMT_CREDIT | CNT_FAM_MEMBERS | PREV_NAME_CONTRACT_STATUS_Refused | PREV_AMT_ANNUITY | CREDIT_AMT_CREDIT_LIMIT_ACTUAL | REGION_RATING_CLIENT_W_CITY | CNT_CHILDREN | DEF_30_CNT_SOCIAL_CIRCLE | AMT_INCOME_TOTAL | BUREAU_CREDIT_TYPE_Microloan | PREV_NAME_YIELD_GROUP_low_action | PREV_CODE_REJECT_REASON_HC | PREV_PRODUCT_COMBINATION_Cash_X-Sell_low | PREV_NAME_SELLER_INDUSTRY_Connectivity | REG_CITY_NOT_LIVE_CITY | BUREAU_AMT_CREDIT_SUM_LIMIT | BUREAU_LOAN_COUNT | CREDIT_AMT_PAYMENT_TOTAL_CURRENT | BUREAU_CREDIT_TYPE_Mortgage | PREV_AMT_APPLICATION | AMT_ANNUITY | ANNUITY_INCOME_RATIO | PREV_PRODUCT_COMBINATION_Cash_Street_low | PREV_RATE_DOWN_PAYMENT | PREV_DAYS_FIRST_DRAWING | INSTA_NUM_INSTALMENT_VERSION | FLAG_DOCUMENT_6 | PREV_NAME_YIELD_GROUP_high | BUREAU_DAYS_CREDIT | CREDIT_AMT_BALANCE | POS_MONTHS_BALANCE | BUREAU_AMT_CREDIT_MAX_OVERDUE | CREDIT_AMT_TOTAL_RECEIVABLE | CREDIT_AMT_RECIVABLE | BUREAU_DAYS_ENDDATE_FACT | AMT_CREDIT | DAYS_LAST_PHONE_CHANGE | PREV_HOUR_APPR_PROCESS_START | PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories | PREV_DAYS_LAST_DUE | BUREAU_CREDIT_TYPE_Consumer_credit | PREV_NAME_CLIENT_TYPE_Repeater | PREV_DAYS_LAST_DUE_1ST_VERSION | POS_SK_DPD | BUREAU_CREDIT_TYPE_Car_loan | CREDIT_CNT_DRAWINGS_POS_CURRENT | BUREAU_CREDIT_ACTIVE_Sold | BUREAU_AMT_CREDIT_SUM_OVERDUE | FLAG_DOCUMENT_13 | FLAG_WORK_PHONE | PREV_NAME_SELLER_INDUSTRY_Consumer_electronics | FLAG_DOCUMENT_8 | CREDIT_INCOME_RATIO | CREDIT_CNT_INSTALMENT_MATURE_CUM | FLAG_DOCUMENT_18 | POS_NAME_CONTRACT_STATUS_Completed | PREV_CHANNEL_TYPE_Car_dealer | DAYS_EMPLOYED | CREDIT_AMT_INST_MIN_REGULARITY | PREV_NAME_YIELD_GROUP_XNA | FLAG_DOCUMENT_16 | CREDIT_NAME_CONTRACT_STATUS_Sent_proposal | DAYS_ID_PUBLISH | BUREAU_DAYS_CREDIT_ENDDATE | NAME_HOUSING_TYPE | CREDIT_AMT_DRAWINGS_POS_CURRENT | PREV_NAME_PORTFOLIO_Cards | PREV_PRODUCT_COMBINATION_POS_household_with_interest | FLAG_DOCUMENT_4 | FLAG_PHONE | PREV_NAME_GOODS_CATEGORY_XNA | PREV_AMT_GOODS_PRICE | PREV_CHANNEL_TYPE_Channel_of_corporate_sales | CREDIT_AMT_RECEIVABLE_PRINCIPAL | CREDIT_SK_DPD_DEF | BUREAU_AMT_CREDIT_SUM_DEBT | PREV_CODE_REJECT_REASON_SCOFR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.069842 | -0.120384 | -0.060009 | 0.273893 | -0.062380 | 0.784488 | 0.378102 | 1.172306 | 0.591500 | -0.039749 | 1.120041 | 0.425999 | -0.074106 | -0.103935 | 0.808028 | -0.100730 | 0.424594 | -0.181406 | 0.043257 | 0.061518 | 0.091412 | -0.274120 | 0.436428 | 0.941010 | -0.182925 | 0.618706 | 0.429820 | 2.666256 | -2.149720 | -0.592751 | -0.346483 | 0.096630 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.168967 | -0.152523 | 1.994264 | -0.145623 | 0.229553 | 0.273560 | -0.499710 | -0.189167 | -0.804534 | -0.810302 | 0.491961 | -0.288502 | -0.808384 | 0.039868 | 4.903686 | 0.380415 | -0.028734 | 4.913406 | 4.913530 | -0.158917 | 0.035552 | 0.433487 | 0.291086 | -0.169352 | 0.366628 | -0.263458 | 0.632325 | 1.406560 | -0.072170 | -0.181324 | 1.132108 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.079197 | -0.288348 | -0.483165 | 1.706321 | -0.086649 | -0.217611 | -0.023727 | 0.372832 | 5.071235 | 0.066327 | -0.091949 | -0.037408 | 1.585846 | -0.233245 | 0.11878 | 1.433057 | 1.158491 | 0.200455 | -0.008691 | -0.598249 | 0.933778 | 0.292644 | -0.065478 | 4.818269 | -0.008260 | 0.229458 | -0.162973 |
| 1 | -0.153393 | -0.132468 | -0.060009 | -0.013690 | -0.342865 | -1.274716 | 0.065384 | -0.726605 | 0.591500 | 0.082783 | 1.270583 | 0.425999 | 0.135583 | -0.315965 | 0.318940 | -0.028514 | 0.359750 | -1.298487 | 0.043257 | 0.012628 | -0.273630 | -0.710467 | 0.436428 | -0.286003 | 0.895406 | 0.868621 | -0.337453 | 0.654118 | -0.158468 | 0.761757 | -0.346483 | 0.020814 | -0.109286 | 0.253367 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.132165 | 0.063680 | -0.265526 | -0.145623 | -0.422234 | 0.155337 | -0.237265 | -0.189167 | 0.062013 | 0.460299 | 0.085708 | -0.288502 | 1.190239 | 0.125411 | -0.335100 | -1.988834 | -0.028734 | -0.334722 | -0.334709 | 0.671899 | 0.255790 | 1.182323 | 0.631419 | -0.169352 | -0.080251 | 0.558222 | -0.053421 | 0.628279 | -0.066276 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | 1.895373 | 0.370035 | -0.288348 | -0.061123 | -0.340563 | -0.086649 | -0.304644 | -0.023727 | -0.066931 | -0.344743 | -0.132658 | -0.091949 | -0.037408 | -0.194252 | 1.621168 | 0.01427 | -0.182629 | 0.129004 | -0.317752 | -0.008691 | 1.671544 | 0.794037 | -0.431350 | -0.065478 | -0.334098 | -0.008260 | 0.385332 | -0.162973 |
| 2 | -0.992506 | -0.289397 | 0.246002 | 1.731111 | -0.497884 | 0.784488 | 0.654030 | -0.726605 | -1.690616 | -0.039749 | 1.270583 | -2.347426 | 0.024819 | -0.521158 | 0.969121 | 0.024714 | -0.962171 | 1.525015 | 0.043257 | 0.024097 | -0.273630 | -0.031705 | 0.436428 | -0.368092 | -0.182925 | -0.630865 | -0.804999 | -0.438895 | -0.158468 | -0.592751 | -0.346483 | -0.191471 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | 0.393015 | -0.326059 | -0.174964 | 0.063680 | -0.265526 | -0.145623 | -0.292279 | -1.384531 | -0.393119 | -0.189167 | -0.804534 | 0.460299 | 0.051912 | -0.288502 | -0.808384 | 0.416856 | -0.335100 | 1.229075 | -0.028734 | -0.334722 | -0.334709 | 0.697862 | -1.112078 | -0.886068 | -0.668828 | -0.169352 | 2.563999 | 0.010436 | 0.403743 | -0.491322 | -0.072170 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | -0.382116 | -0.340563 | -0.086649 | -1.203990 | -0.023727 | -0.852120 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 1.371131 | -0.104083 | 0.01427 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | -1.162338 | -0.434211 | -0.065478 | -0.334098 | -0.008260 | -0.193129 | -0.162973 |
| 3 | 1.242944 | 1.101764 | -0.060009 | -0.849656 | -0.388256 | -1.274716 | -1.222281 | 0.025925 | 0.591500 | 0.082783 | 0.367327 | 0.425999 | -0.074106 | -0.405415 | -0.928544 | -0.097452 | 0.602829 | -0.488696 | 0.043257 | 0.032541 | 1.877514 | -0.637742 | 0.436428 | -0.304881 | 1.973737 | -0.006079 | 0.114271 | 0.872721 | -0.158468 | 2.116266 | -0.346483 | 0.020814 | -0.109286 | -0.335532 | 0.400692 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | -0.152523 | 0.188088 | -0.145623 | -0.231269 | -0.650492 | -0.880754 | -0.189167 | 0.419056 | -0.807225 | -0.511350 | -0.288502 | 0.024376 | -0.126334 | 1.995336 | 0.124913 | -0.028734 | 1.971710 | 1.971773 | -0.266825 | -0.935198 | 0.699406 | -0.756093 | -0.169352 | 0.366076 | 1.106009 | 0.289452 | 1.404655 | -0.072170 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.453556 | -0.288348 | -1.005403 | -0.247523 | -0.086649 | 0.980136 | -0.023727 | 0.405707 | 0.967215 | 2.056180 | -0.091949 | -0.037408 | 0.736836 | -0.191648 | 0.01427 | -0.182629 | 1.158491 | -0.231384 | -0.008691 | -0.598249 | 1.283130 | 0.188871 | -0.065478 | 1.962136 | -0.008260 | -0.096310 | -0.162973 |
| 4 | -0.226764 | 0.407854 | -0.060009 | -0.178324 | -0.402202 | 0.784488 | 0.102174 | 1.861193 | 0.591500 | -0.039749 | 1.872754 | 0.425999 | -0.074106 | -0.315902 | 0.176548 | -0.097452 | -0.735316 | 0.957212 | 0.057776 | -0.083439 | -0.273630 | 0.453125 | 0.436428 | -0.352705 | -1.261257 | -0.630865 | -0.307778 | -0.438895 | -0.158468 | -0.592751 | 1.732103 | -0.047420 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | 0.929773 | -0.326059 | -0.174964 | -0.801131 | -0.265526 | -0.145623 | -0.327165 | -0.164755 | -0.076479 | -0.189167 | -0.804534 | 0.460299 | 0.051912 | -0.288502 | 2.522654 | 0.996910 | -0.335100 | 0.388135 | -0.028734 | -0.334722 | -0.334709 | 1.072703 | -0.345600 | 0.270425 | -0.494298 | -0.169352 | -0.729787 | 1.106009 | -0.053421 | -0.505275 | -0.067861 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | -0.266506 | -0.340563 | -0.086649 | -0.217611 | -0.023727 | -0.584832 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 0.178708 | -0.121265 | 0.01427 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | 1.632483 | -0.461858 | -0.065478 | -0.334098 | -0.008260 | -0.001192 | -0.162973 |
| 5 | -0.957375 | 0.178702 | -0.060009 | 0.017482 | -0.382596 | -1.274716 | 0.322917 | -0.726605 | 0.591500 | 0.082783 | -0.636291 | 0.425999 | 0.135583 | -0.370993 | 0.269056 | -0.028514 | -0.255708 | -0.381248 | -0.116145 | 0.061518 | -0.273630 | -1.001365 | 0.436428 | -0.320290 | -1.261257 | -0.630865 | -0.365886 | -0.438895 | -0.158468 | -0.592751 | -0.346483 | 0.020814 | -0.109286 | 2.608966 | -0.467770 | -0.406941 | 0.929773 | -0.326059 | -0.174964 | 0.279882 | -0.265526 | -0.145623 | -0.234332 | 0.982242 | 0.423055 | -0.189167 | -0.165001 | 0.460299 | 0.096380 | -0.288502 | 0.857135 | -1.145340 | -0.335100 | -1.531520 | 0.070840 | -0.334722 | -0.334709 | -0.766775 | 0.027969 | -1.116865 | 0.683778 | -0.169352 | -0.738931 | 0.193031 | 1.318071 | -0.519327 | -0.068459 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 0.669523 | -0.288348 | -0.241751 | -0.340563 | -0.086649 | 0.070083 | -0.023727 | -0.264657 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 0.819570 | 0.123997 | 0.01427 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | -1.162338 | -0.388288 | -0.065478 | -0.334098 | -0.008260 | 0.238394 | -0.162973 |
| 6 | -0.373222 | 0.517334 | 0.246002 | -0.611618 | -0.586293 | 0.784488 | -0.228940 | 0.349935 | 0.591500 | 0.082783 | -0.277856 | 0.425999 | -0.074106 | -0.599060 | -0.311656 | 0.285115 | -0.449569 | -0.990039 | 0.043257 | -0.038560 | -0.166073 | -1.001365 | 0.436428 | -0.627312 | -0.182925 | -0.630865 | -0.659720 | 0.449178 | -0.158468 | -0.592751 | -0.346483 | -0.092910 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | 0.496085 | 0.016093 | -0.145623 | -0.573064 | 0.086181 | 0.688287 | -0.189167 | 0.363481 | 0.460299 | -1.353990 | -0.288502 | 2.522654 | -0.178996 | 0.218548 | -0.585925 | 0.006183 | 0.222605 | 0.222367 | -0.414328 | 0.348593 | 1.014243 | -0.232503 | -0.169352 | -0.731661 | 1.106009 | 1.318071 | -0.508541 | -0.072170 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | 21.101946 | -0.527601 | 2.166962 | -0.288348 | 0.903651 | 4.141037 | -0.086649 | 0.594702 | -0.023727 | -0.506694 | 0.574298 | -0.928599 | -0.091949 | -0.037408 | 0.688246 | -0.340661 | 0.01427 | -0.182629 | -0.557321 | 2.791488 | -0.008691 | 1.671544 | -1.162338 | -0.656730 | -0.065478 | 0.213974 | 0.046544 | 0.021087 | -0.162973 |
| 7 | -1.298195 | -0.591819 | -0.060009 | 2.175818 | -0.043111 | 0.784488 | 0.837983 | -0.074132 | 0.591500 | -0.039749 | 1.872754 | 0.425999 | -0.074106 | -0.032338 | 2.174654 | 0.006730 | 0.189455 | -0.344429 | 0.057776 | -0.083439 | 0.688058 | -0.516535 | 0.436428 | 1.147026 | -0.182925 | -0.630865 | 0.562916 | -0.110991 | -0.158468 | 0.761757 | -0.346483 | 0.096630 | -0.109286 | -0.335532 | -0.467770 | 1.166344 | -0.143743 | -0.326059 | -0.174964 | -0.801131 | 0.370786 | -0.145623 | 1.142983 | -1.641066 | -1.722839 | -0.189167 | 0.479424 | -0.175052 | -0.648142 | -0.288502 | -0.253211 | 0.935470 | 0.168176 | 0.137508 | -0.028734 | 0.161345 | 0.161369 | 1.072703 | -1.229997 | -1.116865 | -0.756093 | -0.169352 | 0.913555 | -1.632925 | -0.053421 | 0.451695 | -0.066237 | -0.181324 | -0.160435 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | -1.285882 | 1.547378 | -0.086649 | -0.801651 | -0.023727 | 0.116502 | 0.251114 | -0.265315 | -0.091949 | -0.037408 | 1.231927 | 0.037588 | 0.01427 | -0.141655 | 0.586553 | -0.663223 | -0.008691 | -0.598249 | 0.700876 | 1.035980 | -0.065478 | 0.150884 | -0.008260 | 0.213066 | -0.162973 |
| 8 | 0.018972 | -1.373123 | -0.060009 | -0.043218 | 0.902272 | 0.784488 | 0.622496 | -0.726605 | 0.591500 | -0.039749 | -1.138100 | -2.347426 | 0.024819 | 0.789993 | 0.064234 | 0.024714 | -0.962171 | 1.462029 | 0.043257 | 0.024097 | -0.273630 | -0.637742 | -2.297002 | 1.374807 | -0.182925 | -0.630865 | 1.771196 | -0.438895 | -0.158468 | -0.592751 | -0.346483 | -0.001931 | -0.109286 | 0.400592 | -0.467770 | 3.132949 | -0.680501 | -0.326059 | -0.174964 | -1.017333 | -0.265526 | -0.145623 | 1.472562 | 1.204528 | 0.805507 | -0.189167 | -0.804534 | 0.460299 | 0.672650 | -0.288502 | 0.857135 | 1.327739 | -0.335100 | -0.679108 | -0.028734 | -0.334722 | -0.334709 | 1.072703 | 1.894873 | -0.928716 | 0.651053 | -0.169352 | -0.079053 | -1.632925 | 0.975198 | -0.515144 | -0.072170 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | 1.458265 | -0.340563 | -0.086649 | 0.019120 | -0.023727 | -0.852120 | -0.344743 | -0.431136 | -0.091949 | -0.037408 | 0.844521 | -0.222846 | 0.01427 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | 1.671544 | 1.632483 | 1.239405 | -0.065478 | -0.334098 | -0.008260 | -0.278775 | -0.162973 |
| 9 | 0.226703 | -0.021643 | 0.246002 | -0.428131 | -0.229336 | -1.274716 | -0.725611 | 1.635898 | 0.591500 | 0.082783 | 0.367327 | 0.425999 | 0.119238 | -0.234785 | -0.753759 | 0.094240 | -0.228077 | -1.409176 | 0.043257 | 0.092045 | 1.201440 | 0.162227 | 0.436428 | -0.435597 | 0.895406 | -0.630865 | -0.151978 | 0.146648 | -0.158468 | 0.761757 | -0.346483 | 0.020814 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | -0.584928 | 1.432951 | -0.145623 | -0.375811 | 0.724719 | 0.217412 | -0.189167 | 2.561968 | -0.491145 | -1.299916 | -0.288502 | -0.142176 | 0.877181 | -0.101523 | 1.030235 | -0.028734 | -0.107994 | -0.107975 | 0.704353 | -0.612193 | -0.567468 | 0.657598 | -0.169352 | 0.917665 | -0.263458 | 0.220878 | 0.934666 | -0.072170 | -0.181324 | 2.630346 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 0.969011 | -0.288348 | -0.749307 | 0.465785 | -0.086649 | 1.344157 | -0.023727 | -0.437132 | 0.103360 | 0.663283 | -0.091949 | -0.037408 | -0.500894 | 4.414468 | 0.01427 | 1.901910 | 0.815328 | 0.718661 | -0.008691 | -0.598249 | 0.514555 | -0.385363 | -0.065478 | -0.102741 | -0.008260 | -0.157746 | -0.162973 |
Last rows
| EXT_SOURCE_2 | EXT_SOURCE_3 | NAME_EDUCATION_TYPE | POS_CNT_INSTALMENT_FUTURE | INSTA_AMT_PAYMENT | CODE_GENDER | PREV_CNT_PAYMENT | EXT_SOURCE_1 | FLAG_DOCUMENT_3 | FLAG_OWN_CAR | BUREAU_CREDIT_ACTIVE_Active | FLAG_EMP_PHONE | NAME_INCOME_TYPE | INSTA_AMT_INSTALMENT | POS_CNT_INSTALMENT | OCCUPATION_TYPE | PERCENT_EMPLOYED_TO_AGE | DAYS_BIRTH | NAME_FAMILY_STATUS | ORGANIZATION_TYPE | CREDIT_CNT_DRAWINGS_ATM_CURRENT | PREV_NAME_CLIENT_TYPE_New | BUREAU_CREDIT_CURRENCY_currency_1 | PREV_AMT_CREDIT | CNT_FAM_MEMBERS | PREV_NAME_CONTRACT_STATUS_Refused | PREV_AMT_ANNUITY | CREDIT_AMT_CREDIT_LIMIT_ACTUAL | REGION_RATING_CLIENT_W_CITY | CNT_CHILDREN | DEF_30_CNT_SOCIAL_CIRCLE | AMT_INCOME_TOTAL | BUREAU_CREDIT_TYPE_Microloan | PREV_NAME_YIELD_GROUP_low_action | PREV_CODE_REJECT_REASON_HC | PREV_PRODUCT_COMBINATION_Cash_X-Sell_low | PREV_NAME_SELLER_INDUSTRY_Connectivity | REG_CITY_NOT_LIVE_CITY | BUREAU_AMT_CREDIT_SUM_LIMIT | BUREAU_LOAN_COUNT | CREDIT_AMT_PAYMENT_TOTAL_CURRENT | BUREAU_CREDIT_TYPE_Mortgage | PREV_AMT_APPLICATION | AMT_ANNUITY | ANNUITY_INCOME_RATIO | PREV_PRODUCT_COMBINATION_Cash_Street_low | PREV_RATE_DOWN_PAYMENT | PREV_DAYS_FIRST_DRAWING | INSTA_NUM_INSTALMENT_VERSION | FLAG_DOCUMENT_6 | PREV_NAME_YIELD_GROUP_high | BUREAU_DAYS_CREDIT | CREDIT_AMT_BALANCE | POS_MONTHS_BALANCE | BUREAU_AMT_CREDIT_MAX_OVERDUE | CREDIT_AMT_TOTAL_RECEIVABLE | CREDIT_AMT_RECIVABLE | BUREAU_DAYS_ENDDATE_FACT | AMT_CREDIT | DAYS_LAST_PHONE_CHANGE | PREV_HOUR_APPR_PROCESS_START | PREV_NAME_GOODS_CATEGORY_Clothing_and_Accessories | PREV_DAYS_LAST_DUE | BUREAU_CREDIT_TYPE_Consumer_credit | PREV_NAME_CLIENT_TYPE_Repeater | PREV_DAYS_LAST_DUE_1ST_VERSION | POS_SK_DPD | BUREAU_CREDIT_TYPE_Car_loan | CREDIT_CNT_DRAWINGS_POS_CURRENT | BUREAU_CREDIT_ACTIVE_Sold | BUREAU_AMT_CREDIT_SUM_OVERDUE | FLAG_DOCUMENT_13 | FLAG_WORK_PHONE | PREV_NAME_SELLER_INDUSTRY_Consumer_electronics | FLAG_DOCUMENT_8 | CREDIT_INCOME_RATIO | CREDIT_CNT_INSTALMENT_MATURE_CUM | FLAG_DOCUMENT_18 | POS_NAME_CONTRACT_STATUS_Completed | PREV_CHANNEL_TYPE_Car_dealer | DAYS_EMPLOYED | CREDIT_AMT_INST_MIN_REGULARITY | PREV_NAME_YIELD_GROUP_XNA | FLAG_DOCUMENT_16 | CREDIT_NAME_CONTRACT_STATUS_Sent_proposal | DAYS_ID_PUBLISH | BUREAU_DAYS_CREDIT_ENDDATE | NAME_HOUSING_TYPE | CREDIT_AMT_DRAWINGS_POS_CURRENT | PREV_NAME_PORTFOLIO_Cards | PREV_PRODUCT_COMBINATION_POS_household_with_interest | FLAG_DOCUMENT_4 | FLAG_PHONE | PREV_NAME_GOODS_CATEGORY_XNA | PREV_AMT_GOODS_PRICE | PREV_CHANNEL_TYPE_Channel_of_corporate_sales | CREDIT_AMT_RECEIVABLE_PRINCIPAL | CREDIT_SK_DPD_DEF | BUREAU_AMT_CREDIT_SUM_DEBT | PREV_CODE_REJECT_REASON_SCOFR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39710 | 0.073590 | 1.151120 | -0.060009 | -0.271564 | 0.623683 | -1.274716 | 1.757743 | -0.726605 | 0.591500 | -0.039749 | 1.872754 | 0.425999 | -0.074106 | 0.662974 | -0.229405 | 0.094240 | -0.278122 | -0.079747 | 0.043257 | 0.088151 | -0.273630 | -0.274120 | 0.436428 | 0.101699 | 0.895406 | 0.618706 | 0.944087 | -0.438895 | 1.832784 | 0.761757 | 1.732103 | -0.123236 | -0.109286 | -0.335532 | 1.269154 | 1.952986 | -0.680501 | -0.326059 | -0.174964 | -0.801131 | -0.265526 | -0.145623 | 0.194717 | 0.232396 | 1.408858 | -0.189167 | -0.804534 | 0.460299 | 0.205529 | -0.288502 | 0.024376 | -0.562713 | -0.335100 | 1.058153 | -0.028734 | -0.334722 | -0.334709 | 1.072703 | 0.152493 | -0.652763 | -1.148784 | -0.169352 | -0.726724 | 1.106009 | 0.632325 | -0.499465 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | 1.060170 | -0.340563 | -0.086649 | -1.203990 | -0.023727 | -0.229877 | -0.344743 | 1.061254 | -0.091949 | -0.037408 | 0.256846 | -0.391042 | 0.014270 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | 1.632483 | 0.864050 | -0.065478 | -0.334098 | -0.008260 | -0.263884 | -0.162973 |
| 39711 | 0.963982 | -0.009054 | -0.037830 | -0.478026 | -0.444574 | 0.784488 | -0.891168 | 1.387591 | -1.690616 | 0.082783 | 0.668412 | 0.425999 | 0.135583 | -0.225315 | -0.229405 | 0.305271 | -0.040656 | -0.990734 | 0.043257 | 0.049869 | -0.273630 | 0.453125 | 0.436428 | 0.200436 | -0.182925 | 1.868278 | 0.006162 | -0.438895 | 1.832784 | -0.592751 | 3.810690 | 0.028395 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | 0.063680 | -0.265526 | 2.854382 | 0.339770 | -0.349500 | -0.671782 | -0.189167 | 0.382806 | 0.460299 | 1.366190 | -0.288502 | -0.808384 | 0.367704 | -0.335100 | 0.651356 | 0.049844 | -0.334722 | -0.334709 | 0.375759 | -0.345600 | -0.262666 | 0.029291 | -0.169352 | -0.729246 | 0.010436 | -0.053421 | -0.504333 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | 1.895373 | 0.669523 | 3.468029 | -0.560741 | -0.340563 | -0.086649 | -0.111927 | -0.023727 | -0.231306 | -0.344743 | 1.061254 | -0.091949 | -0.037408 | -0.415533 | 0.337056 | 0.014270 | -0.182629 | 2.874303 | 1.064132 | -0.008691 | 1.671544 | 0.235073 | 0.066681 | -0.065478 | -0.334098 | -0.008260 | 7.319749 | -0.162973 |
| 39712 | -0.412917 | 1.187533 | -0.060009 | -0.616814 | -0.289689 | 0.784488 | -0.422090 | -0.726605 | 0.591500 | 0.082783 | 0.869136 | -2.347426 | 0.024819 | -0.301350 | -0.598395 | 0.024714 | -0.962171 | 1.575497 | 0.057776 | 0.024097 | 0.057315 | -0.637742 | 0.436428 | -0.274795 | -1.261257 | -0.006079 | -0.052084 | 1.225848 | -0.158468 | -0.592751 | -0.346483 | -0.130818 | -0.109286 | 0.400592 | 0.400692 | 0.773023 | -0.680501 | -0.326059 | -0.174964 | -0.368725 | 0.941788 | -0.145623 | -0.437912 | -1.219874 | -0.743746 | -0.189167 | 1.963511 | -0.809605 | -1.063346 | -0.288502 | -0.808384 | 0.127827 | 0.762196 | -0.872137 | 0.053655 | 0.764866 | 0.764903 | 0.084486 | -0.994158 | -0.824606 | 0.094740 | -0.169352 | -0.735306 | 0.193031 | 0.975198 | 1.397469 | -0.07217 | -0.181324 | 0.182378 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 0.295163 | -0.288348 | -0.631431 | 0.195123 | -0.086649 | -0.354608 | -0.023727 | -0.852120 | 1.074092 | 1.558717 | -0.091949 | -0.037408 | -0.443768 | -0.087103 | -0.213731 | 0.233632 | 0.300585 | 0.632293 | -0.008691 | 1.671544 | 0.584425 | -0.138653 | -0.065478 | 0.773967 | -0.008260 | 0.004487 | -0.162973 |
| 39713 | 0.432901 | 1.410120 | -0.060009 | -0.715456 | -0.641553 | 0.784488 | -0.560054 | -0.726605 | 0.591500 | 0.082783 | -0.761743 | 0.425999 | -0.074106 | -0.672842 | -0.687175 | -0.097452 | 2.151514 | 0.500561 | 0.043257 | 0.012628 | -0.273630 | -1.001365 | 0.436428 | -0.507926 | -0.182925 | -0.630865 | -0.329794 | -0.110991 | -0.158468 | -0.592751 | -0.346483 | -0.092910 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | 0.712287 | -0.182855 | -0.145623 | -0.493661 | -0.189783 | 0.335696 | -0.189167 | 1.008648 | 0.460299 | -1.421234 | -0.288502 | 2.522654 | -1.176716 | -0.301775 | -1.427067 | -0.028734 | -0.293385 | -0.297328 | -0.875217 | 0.255790 | 0.754596 | 0.160189 | -0.169352 | -0.743142 | 0.421276 | 1.318071 | -0.527374 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 0.669523 | -0.288348 | 0.785924 | 1.741212 | -0.086649 | -0.111927 | -0.023727 | 2.448247 | -0.201600 | -0.928599 | -0.091949 | -0.037408 | -1.097105 | -0.452534 | 0.014270 | -0.182629 | -0.557321 | 1.064132 | -0.008691 | -0.598249 | 0.235073 | -0.593804 | -0.065478 | -0.301013 | -0.008260 | -0.081212 | -0.162973 |
| 39714 | -0.303650 | 0.809860 | -0.037830 | -0.310980 | -0.565563 | 0.784488 | -0.228940 | -0.027325 | 0.591500 | -0.039749 | -1.138100 | 0.425999 | -0.074106 | -0.592612 | -0.250591 | 0.006730 | 0.050805 | -1.697709 | -0.116145 | 0.012628 | -0.273630 | -0.031705 | 0.436428 | -0.818969 | -0.182925 | -0.630865 | -1.001091 | -0.438895 | 1.832784 | 0.761757 | -0.346483 | -0.092910 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | 3.066933 | -0.174964 | -0.801131 | -0.265526 | -0.145623 | -0.800451 | -0.873108 | -0.537367 | -0.189167 | -0.804534 | 0.460299 | 0.220891 | -0.288502 | -0.808384 | 0.529023 | -0.335100 | 0.238033 | -0.028734 | -0.334722 | -0.334709 | 0.842281 | -0.640399 | 0.262899 | -0.668828 | -0.169352 | -0.731431 | 1.106009 | 0.403743 | -0.507198 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 1.168670 | -0.288348 | -0.350951 | -0.340563 | -0.086649 | 0.185908 | -0.023727 | -0.355183 | -0.344743 | 0.397970 | -0.091949 | -0.037408 | -1.321012 | -0.265648 | 0.014270 | -0.182629 | -0.557321 | 1.639918 | -0.008691 | -0.598249 | -0.230731 | -0.775101 | -0.065478 | -0.334098 | -0.008260 | -0.278775 | -0.162973 |
| 39715 | 1.020615 | -0.034178 | -0.060009 | 0.661976 | -0.308008 | 0.784488 | 0.598845 | 0.768021 | -1.690616 | 0.082783 | 0.230470 | 0.425999 | 0.119238 | -0.319135 | 0.687035 | 0.006730 | 1.839568 | -0.467854 | 0.043257 | 0.092045 | 0.324161 | -1.001365 | 0.436428 | 0.040570 | 1.973737 | 0.618706 | -0.546887 | 0.872721 | -0.158468 | 2.116266 | 1.732103 | -0.145981 | -0.109286 | 4.081215 | -0.467770 | -0.406941 | 0.124636 | -0.326059 | -0.174964 | 1.360895 | 0.532108 | 1.218016 | 0.199429 | -0.203944 | 1.190550 | -0.189167 | 1.267311 | 0.460299 | -1.212553 | -0.288502 | 0.024376 | -0.631314 | 0.745153 | -0.223677 | -0.022140 | 0.751953 | 0.751989 | -0.656541 | 0.615209 | 0.807278 | -0.232503 | -0.169352 | -0.733868 | 0.359027 | 1.318071 | -0.509247 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | 1.418243 | -0.288348 | 2.297603 | 4.447907 | -0.086649 | -0.377564 | -0.023727 | 1.414828 | 0.904647 | -0.928599 | -0.091949 | -0.037408 | 1.283144 | -0.029494 | 0.118780 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | -1.162338 | -0.044538 | -0.065478 | 0.742623 | -0.000349 | -0.150617 | -0.162973 |
| 39716 | 0.757739 | 1.126554 | -0.060009 | -0.598643 | -0.267167 | 0.784488 | -0.891168 | -0.726605 | 0.591500 | -0.039749 | -1.138100 | 0.425999 | -0.074106 | -0.249739 | -0.658701 | -0.097452 | 1.198718 | -1.205628 | -0.116145 | -0.025490 | -0.273630 | -0.678145 | 0.436428 | -0.826980 | -1.261257 | -0.630865 | -0.699645 | -0.110991 | -0.158468 | -0.592751 | -0.346483 | -0.108073 | -0.109286 | -0.335532 | -0.467770 | 0.641916 | -0.322663 | 3.066933 | -0.174964 | -0.801131 | -0.265526 | -0.145623 | -0.799622 | -0.699560 | -0.175501 | -0.189167 | 3.004337 | 0.460299 | 1.244702 | -0.288502 | -0.068153 | 0.621970 | -0.335100 | 0.312569 | -0.028734 | -0.334722 | -0.334709 | 0.491781 | -0.593137 | 1.024277 | 0.989205 | -0.169352 | 0.914302 | 1.106009 | -0.205809 | 0.927290 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | -0.188225 | -0.340563 | -0.086649 | 0.405366 | -0.023727 | 0.483369 | -0.344743 | 1.724538 | -0.091949 | -0.037408 | -0.050452 | -0.330757 | -0.213731 | -0.182629 | 0.205262 | -0.663223 | -0.008691 | -0.598249 | 1.321947 | -0.680876 | -0.065478 | -0.334098 | -0.008260 | -0.278775 | -0.162973 |
| 39717 | -0.103206 | 0.448855 | -0.319536 | -1.283225 | -0.753705 | -1.274716 | -1.553395 | -0.726605 | 0.591500 | 0.082783 | 0.367327 | 0.425999 | -0.074106 | -0.791250 | -1.627684 | 0.006730 | -0.544441 | -0.566502 | 0.043257 | -0.038560 | -0.273630 | -1.001365 | 0.436428 | -0.977165 | 0.895406 | -0.630865 | -1.368031 | -0.438895 | -0.158468 | 0.761757 | 1.732103 | 0.001860 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | -0.584928 | -0.265526 | -0.145623 | -0.956494 | -0.678154 | -0.834559 | -0.189167 | -0.804534 | -3.340973 | -1.637874 | -0.288502 | -0.808384 | -0.025510 | -0.335100 | 1.393161 | -0.028734 | -0.334722 | -0.334709 | -0.984864 | 0.203670 | -0.690393 | -3.112244 | -0.169352 | -0.726363 | 1.106009 | -1.424913 | -0.499308 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | -0.288348 | -0.011085 | -0.340563 | 11.540762 | -1.203990 | -0.023727 | -0.524799 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 1.009333 | -0.095945 | 0.118780 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | -0.598249 | -1.162338 | -0.960594 | -0.065478 | -0.334098 | -0.008260 | 2.121457 | -0.162973 |
| 39718 | 1.331323 | 1.442025 | 0.246002 | -0.873743 | 0.702023 | 0.784488 | -0.891168 | -0.726605 | -1.690616 | 0.082783 | 0.367327 | 0.425999 | 0.119238 | 0.745684 | -0.967385 | 0.285115 | 1.136737 | -0.059833 | 0.043257 | 0.049869 | -0.273630 | 1.907614 | 0.436428 | -0.010481 | 0.895406 | -0.630865 | 1.461201 | -0.438895 | -2.149720 | 0.761757 | -0.346483 | 0.854789 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | -0.584928 | -0.265526 | -0.145623 | 0.097708 | 2.101247 | -1.062116 | -0.189167 | -0.804534 | 0.460299 | 0.389870 | -0.288502 | -0.808384 | -0.855733 | -0.335100 | 0.220630 | -0.028734 | -0.334722 | -0.334709 | -0.648968 | 3.752344 | -0.072008 | 0.814675 | -0.169352 | -0.732507 | -0.263458 | -1.424913 | -0.509545 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | -0.527601 | -0.827916 | 3.468029 | -0.357134 | -0.340563 | -0.086649 | 1.344157 | -0.023727 | 1.067972 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 0.969279 | -0.201294 | 0.014270 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | 1.671544 | -1.162338 | -0.125150 | -0.065478 | -0.334098 | -0.008260 | 0.106673 | -0.162973 |
| 39719 | 1.141543 | -0.034178 | -0.060009 | -1.283225 | -0.753705 | 0.784488 | -1.553395 | 0.577831 | -1.690616 | -0.039749 | 0.869136 | 0.425999 | 0.135583 | -0.791250 | -1.627684 | 0.006730 | 1.479852 | -0.299968 | 0.043257 | 0.061518 | -0.273630 | -1.001365 | 0.436428 | -0.977165 | 0.895406 | -0.630865 | -1.368031 | -0.438895 | -2.149720 | 0.761757 | -0.346483 | -0.092910 | -0.109286 | -0.335532 | -0.467770 | -0.406941 | -0.680501 | -0.326059 | -0.174964 | 0.279882 | -0.265526 | -0.145623 | -0.956494 | -1.302202 | -1.085609 | -0.189167 | -0.804534 | -3.340973 | -1.637874 | -0.288502 | -0.808384 | 0.029628 | -0.335100 | 1.393161 | -0.028734 | -0.334722 | -0.334709 | -0.565400 | -1.053118 | -1.116865 | -3.112244 | -0.169352 | -0.726363 | -0.263458 | -1.424913 | -0.499308 | -0.07217 | -0.181324 | -0.198417 | -0.095697 | -0.021818 | -0.047389 | 1.895373 | -0.827916 | -0.288348 | -0.874512 | -0.340563 | -0.086649 | -1.203990 | -0.023727 | 1.229965 | -0.344743 | -0.928599 | -0.091949 | -0.037408 | 1.102573 | 1.279721 | 0.014270 | -0.182629 | -0.557321 | -0.663223 | -0.008691 | 1.671544 | -1.162338 | -0.960594 | -0.065478 | -0.334098 | -0.008260 | -0.190911 | -0.162973 |